Table 2 The correlation coefficients between each feature and each outcome
Features | Outcome | ||
|---|---|---|---|
Composite adverse | ICU admission | Prolonged hospital stay | |
Age | 0.054 | 0.034 | -0.080 |
Sex | 0.033 | 0.040 | 0.086 |
Body Mass Index | -0.014 | -0.028 | 0.031 |
Smoking | 0.021 | 0.006 | 0.039 |
Emergency | 0.021 | 0.003 | -0.115 |
ASA-PS | 0.094 | 0.158 | 0.146 |
General anesthesia | -0.014 | 0.006 | 0.024 |
CVC | 0.119 | 0.154 | 0.148 |
Arterial line | 0.113 | 0.112 | 0.080 |
ALT | 0.029 | 0.055 | 0.144 |
eGFR | -0.025 | -0.010 | 0.127 |
Hemoglobin | -0.102 | -0.110 | -0.103 |
aPTT | 0.078 | 0.060 | 0.052 |
Prothrombin time | 0.096 | 0.088 | 0.106 |
Platelet | -0.056 | -0.016 | 0.120 |
Respiratory disease | 0.106 | 0.106 | 0.103 |
Diabetes Mellitus | 0.025 | 0.014 | -0.026 |
Hypertension | 0.033 | 0.002 | -0.065 |
Liver disease | 0.031 | 0.030 | 0.038 |
Malignancy | 0.061 | 0.031 | 0.028 |
Heart disease | 0.050 | 0.050 | 0.014 |
CKD stage | 0.031 | 0.023 | -0.097 |
Stroke | 0.053 | 0.041 | -0.009 |
Dementia | 0.083 | 0.071 | 0.028 |