Table 9 SOFA score 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 | 81.88 | age | 1.35×10−259 | Glasgow coma scale | 0.69 |
2 | mean arterial pressure | 81.26 | mean arterial pressure | 7.53×10−248 | mechanical vent | 0.43 |
3 | platelets | 35.57 | Glasgow coma scale | 2.01×10−155 | creatinine | 0.41 |
4 | Glasgow coma scale | 34.78 | platelets | 1.86×10−120 | respiration (FiO2) | 0.37 |
5 | respiration (PaO2) | 32.38 | respiration (PaO2) | 1.63×10−109 | urine output 24 hours | 0.37 |
6 | respiration (FiO2) | 25.01 | respiration (FiO2) | 1.06×10−81 | initial procalcitonin (PCT) | 0.36 |
7 | urine output 24 hours | 21.21 | bilirubin | 7.87×10−71 | bilirubin | 0.31 |
8 | bilirubin | 21.19 | urine output 24 hours | 3.16×10−66 | platelets | 0.27 |
9 | hypertension (HTN) | 19.69 | hypertension (HTN) | 7.01×10−60 | mean arterial pressure | 0.25 |
10 | sex | 19.34 | sex | 1.97×10−58 | age | 0.14 |
11 | diabetes mellitus (DM) | 18.55 | diabetes mellitus (DM) | 4.70×10−55 | sex | 0.12 |
12 | COPD | 18.18 | COPD | 1.90×10−53 | anatomical site of infection | 0.10 |
13 | mechanical vent | 18.02 | mechanical vent | 1.04×10−52 | CKD with dialysis | 0.10 |
14 | CAD | 17.79 | CAD | 9.87×10−52 | hypertension (HTN) | 0.09 |
15 | extent of infection | 17.67 | CHF | 3.48×10−51 | CAD | 0.08 |
16 | CHF | 17.67 | extent of infection | 3.53×10−51 | diabetes mellitus (DM) | 0.05 |
17 | cancer | 17.66 | cancer | 4.01×10−51 | CKD without dialysis | 0.04 |
18 | CKD without dialysis | 17.38 | CKD without dialysis | 6.48×10−50 | respiration (PaO2) | 0.03 |
19 | atrial fibrillation | 17.36 | atrial fibrillation | 8.55×10−50 | COPD | 0.03 |
20 | CKD with dialysis | 16.92 | CKD with dialysis | 8.00×10−48 | extent of infection | 0.02 |
21 | pulmonary embolism (PE) | 16.78 | pulmonary embolism (PE) | 3.12×10−47 | cancer | 0.01 |
22 | creatinine | 14.79 | creatinine | 4.08×10−42 | pulmonary embolism (PE) | 0.01 |
23 | microorganism | 14.29 | microorganism | 3.56×10−38 | microorganism | 0.01 |
24 | anatomical site of infection | 9.65 | anatomical site of infection | 1.01×10−20 | CHF | 0.00 |
25 | initial procalcitonin (PCT) | 5.30 | initial procalcitonin (PCT) | 2.03×10−07 | atrial fibrillation | 0.00 |