Table 4.
Penalized multivariate model selected by step-wise logistic regression followed by BMA: MAKIPS
| Variables | Coefficient |
|---|---|
| Intercept | −3.7508 |
| Abdominal surgery | 1.2187 |
| Cardiovascular surgery | 1.2955 |
| Urological surgery | 0.6865 |
| Congestive heart failure | 0.8753 |
| Hemiplegia | 0.2393 |
| Renal disease | 0.6158 |
| Liver disease | 0.1879 |
| Malignancy | 0.1365 |
| Cardiovascular disease | 0.0940 |
| Anaemia | 0.4046 |
| Diabetes | 0.0844 |
| Surgical admission | 0.0186 |
| Urgent admission | 0.3341 |
| Age (years) | 0.3988 |
| Uric acid (mg/dL) | 0.0150 |
| Urea (mg/dL) | 0.063 |
| Calcium (mg/dL) | −0.1415 |
| Leucocytes (n/µL) | 0.0203 |
| Sodium (mEq/L) | −0.0107 |
| Glucose (mg/dL) | 0.0380 |
| (Potassium)2 (mEq/L) | 0.0104 |
The comorbidities variables refer to all diseases in that category of ICD-9 code (see Supplementary data, Table S3, for more information). The penalized model does not include rheumatic disease and cerebrovascular disease.