Table 7 Septic shock (vasopressors) 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 | 89.81 | age | 2.49×10−250 | Glasgow coma scale | 0.29 |
2 | mean arterial pressure | 86.51 | mean arterial pressure | 1.55×10−244 | initial procalcitonin (PCT) | 0.28 |
3 | Glasgow coma scale | 73.55 | Glasgow coma scale | 5.62×10−225 | mechanical vent | 0.26 |
4 | platelets | 36.10 | platelets | 3.64×10−122 | mean arterial pressure | 0.21 |
5 | respiration (PaO2) | 33.64 | respiration (PaO2) | 1.36×10−113 | creatinine | 0.20 |
6 | respiration (FiO2) | 27.17 | respiration (FiO2) | 1.66×10−89 | respiration (FiO2) | 0.16 |
7 | urine output 24 hours | 21.34 | urine output 24 hours | 2.55×10−78 | urine output 24 hours | 0.16 |
8 | bilirubin | 12.25 | hypertension (HTN) | 1.08×10−30 | platelets | 0.11 |
9 | hypertension (HTN) | 12.10 | bilirubin | 1.06×10−29 | age | 0.11 |
10 | sex | 10.10 | sex | 1.91×10−22 | respiration (PaO2) | 0.10 |
11 | microorganism | 8.57 | microorganism | 1.56×10−16 | CAD | 0.07 |
12 | pulmonary embolism (PE) | 7.83 | pulmonary embolism (PE) | 3.74×10−14 | CKD with dialysis | 0.07 |
13 | initial procalcitonin (PCT) | 7.29 | anatomical site of infection | 1.90×10−12 | anatomical site of infection | 0.06 |
14 | anatomical site of infection | 7.28 | initial procalcitonin (PCT) | 1.97×10−12 | hypertension (HTN) | 0.04 |
15 | CKD with dialysis | 6.09 | CKD with dialysis | 2.13×10−09 | atrial fibrillation | 0.04 |
16 | diabetes mellitus (DM) | 5.75 | diabetes mellitus (DM) | 1.36×10−08 | CHF | 0.04 |
17 | COPD | 3.66 | COPD | 2.67×10−04 | cancer | 0.04 |
18 | mechanical vent | 2.67 | mechanical vent | 7.74×10−03 | bilirubin | 0.03 |
19 | atrial fibrillation | 1.82 | atrial fibrillation | 6.85×10−02 | sex | 0.03 |
20 | CKD without dialysis | 1.61 | CKD without dialysis | 1.08×10−01 | COPD | 0.03 |
21 | creatinine | 1.38 | creatinine | 1.68×10−01 | extent of infection | 0.02 |
22 | CAD | 1.29 | CAD | 1.98×10−01 | CKD without dialysis | 0.01 |
23 | CHF | 0.47 | CHF | 6.38×10−01 | pulmonary embolism (PE) | 0.01 |
24 | extent of infection | 0.47 | extent of infection | 6.41×10−01 | diabetes mellitus (DM) | 0.01 |
25 | cancer | 0.38 | cancer | 7.06×10−01 | microorganism | 0.00 |