data from patients admitted to an intensive care unit
A dataset with 200 observations on the following 21 variables.
ID |
Patient ID number |
Status |
Patient status: 0=lived or 1=died |
Age |
Patient's age (in years) |
Sex |
0=male or 1=female |
Race |
Patient's race: 1=white, 2=black, or 3=other |
Service |
Type of service: 0=medical or 1=surgical |
Cancer |
Is cancer involved? 0=no or 1=yes |
Renal |
Is chronic renal failure involved? 0=no or 1=yes |
Infection |
Is infection involved? 0=no or 1=yes |
CPR |
Patient gets CPR prior to admission? 0=no or 1=yes |
Systolic |
Systolic blood pressure (in mm of Hg) |
HeartRate |
Pulse rate (beats per minute) |
Previous |
Previous admission to ICU wihtin 6 months? 0=no or 1=yes |
Type |
Admission type: 0=elective or 1=emergency |
Fracture |
Fractured bone involved? 0=no or 1=yes |
PO2 |
Partial oxygen level from blood gases under 60? 0=no or 1=yes |
PH |
pH from blood gas under 7.25? 0=no or 1=yes |
PCO2 |
Partial carbon dioxide level from blood gas over 45? 0=no or 1=yes |
Bicarbonate |
Bicarbonate from blood gas under 18? 0=no or 1=yes |
Creatinine |
Creatinine from blood gas over 2.0? 0=no or 1=yes |
Consciousness |
Level: 0=conscious, 1=deep stupor, or 2=coma |
Data from a sample of 200 patients following admission to an adult intensive care unit (ICU).