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. 2022 Jun 11;10(6):1087. doi: 10.3390/healthcare10061087
Variable Feature Item Name Information Gain Item ID Table
x1 Glasgow Coma Scale GCS Verbal
Verbal Response
GCS Motor
Motor Response
GCS Eyes
Eye Opening
0.4340 223900
723
223901
454
220739
184
Chartevents
x2 Heart Rate Heart Rate 0.3602 211
220045
Chartevents
x3 Systolic Blood Pressure Noninvasive Systolic Blood Pressure 0.2702 455
220179
Chartevents
x4 Temperature Temperature Fahrenheit
Temperature Celsius
0.4681 678
223761
676
223762
Chartevents
x5 Blood Urea Nitrogen Blood Urea Nitrogen 0.2172 51006 Labevents
x6 White Blood Cells Court White Blood Cells 0.4725 51301
51300
Labevents
x7 Potassium Level Potassium 0.2287 50971
50822
Labevents
x8 Sodium Level Sodium 0.2486 50983 Labevents
x9 Serum Bicarbonate Level Bicarbonate 0.0954 50882 Labevents
x10 Admission Type Admission Type 0.0184 Admissions
x11 Gender Gender 0.0104 Admissions
x12 Age Age 0.1555 Admissions