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Top 10 Features Most Strongly Associated with ICU Survival
| No. | Feature | Category | Sequential | Weight |
|---|---|---|---|---|
| 1 | Arterial blood gas pH | Labs | Yes | -0.74865 |
| 2 | Oxygen saturation | Vitals | Yes | -0.70677 |
| 3 | Pulse | Vitals | Yes | -0.67069 |
| 4 | Respiratory rate | Vitals | Yes | -0.63233 |
| 5 | Delirium | Diagnoses | No | -0.46512 |
| 6 | Drug rash | Diagnoses | No | -0.42524 |
| 7 | Aspiration pneumonitis | Diagnoses | No | -0.42105 |
| 8 | Liver transplant | Diagnoses | No | -0.41801 |
| 9 | Aspiration pneumonia | Diagnoses | No | -0.41251 |
| 10 | Age (71-80) | Demographic | No | -0.38747 |
