Table 11 Survival features ranking – biostatistics analysis
From: Data analytics and clinical feature ranking of medical records of patients with sepsis
position | abs(t) rank | abs(t) | p-value rank | p-value | abs(PCC) rank | abs(PCC) |
|---|---|---|---|---|---|---|
1 | age | 91.25 | age | 1.17×10−252 | Glasgow coma scale | 0.18 |
2 | mean arterial pressure | 87.57 | mean arterial pressure | 2.51×10−246 | mechanical vent | 0.17 |
3 | Glasgow coma scale | 79.70 | Glasgow coma scale | 4.76×10−236 | bilirubin | 0.17 |
4 | pulmonary embolism (PE) | 58.78 | CKD with dialysis | 1.24×10−225 | platelets | 0.16 |
5 | CKD with dialysis | 52.39 | pulmonary embolism (PE) | 4.52×10−217 | pulmonary embolism (PE) | 0.14 |
6 | atrial fibrillation | 39.53 | atrial fibrillation | 3.38×10−183 | age | 0.13 |
7 | CKD without dialysis | 38.98 | CKD without dialysis | 3.88×10−180 | urine output 24 hours | 0.13 |
8 | platelets | 36.25 | cancer | 1.88×10−152 | sex | 0.10 |
9 | cancer | 34.26 | CHF | 3.23×10−151 | anatomical site of infection | 0.09 |
10 | CHF | 34.05 | extent of infection | 4.91×10−149 | CKD without dialysis | 0.08 |
11 | respiration (PaO2) | 33.98 | CAD | 1.06×10−140 | respiration (FiO2) | 0.08 |
12 | extent of infection | 33.71 | mechanical vent | 2.00×10−124 | cancer | 0.07 |
13 | CAD | 32.31 | platelets | 1.13×10−122 | initial procalcitonin (PCT) | 0.07 |
14 | mechanical vent | 29.62 | respiration (PaO2) | 8.05×10−115 | respiration (PaO2) | 0.06 |
15 | COPD | 27.85 | COPD | 6.59×10−114 | CHF | 0.05 |
16 | respiration (FiO2) | 27.76 | diabetes mellitus (DM) | 7.16×10−95 | hypertension (HTN) | 0.05 |
17 | microorganism | 24.91 | respiration (FiO2) | 8.85×10−92 | creatinine | 0.05 |
18 | diabetes mellitus (DM) | 24.58 | microorganism | 7.79×10−86 | mean arterial pressure | 0.03 |
19 | sex | 19.34 | sex | 5.93×10−66 | COPD | 0.03 |
20 | hypertension (HTN) | 17.50 | hypertension (HTN) | 2.18×10−56 | microorganism | 0.03 |
21 | anatomical site of infection | 14.06 | anatomical site of infection | 2.44×10−36 | atrial fibrillation | 0.01 |
22 | creatinine | 10.55 | creatinine | 5.13×10−23 | extent of infection | 0.01 |
23 | urine output 24 hours | 9.04 | urine output 24 hours | 1.65×10−18 | CAD | 0.01 |
24 | initial procalcitonin (PCT) | 7.86 | initial procalcitonin (PCT) | 4.37×10−14 | diabetes mellitus (DM) | 0.01 |
25 | bilirubin | 0.02 | bilirubin | 9.83×10−01 | CKD with dialysis | 0.00 |