| ICU | Intensive Care Unit |
| IQR | interquartile range |
| OR | odd ratio |
| CI | confidence interval |
| C-index | concordance index |
| NRI | net reclassification index |
| IDI | integrated discrimination improvement |
| DCA | decision curves analysis |
| LASSO | least absolute shrinkage, and selection operator |
| MIMIC-IV | medical information mart for intensive care IV |
| ICD | international classification of disease |
| CCI | Charlson comorbidity index |
| WBC | white blood cells |
| AG | anion gap |
| MV | mechanical ventilation |
| GCS | Glasgow Coma Scale |
| APS III | Acute Physiology Score III |
| SOFA | Sequential Organ Failure Assessment |
| LODS | Logistic Organ Dysfunction System |
| SAPS II | Simplified Acute Physiology Score II |
| OASIS | Oxford Acute Severity of Illness Score |
| SBP | Systolic Blood Pressure |
| BUN | Blood Urea Nitrogen |
| PTT | Partial Thromboplastin Time |
| INR | International Normalized Ratio |
| LOS | Length of Stay |
| BIDMC | Beth Israel Deaconess Medical Center |
| VIF | Variance Inflation Factor |