% missing | All patients | Discharged or dead | In hospital | ICU admission | |||||||||
A. Development data | n=2633 | n=2387 | n=32 | n=214 | |||||||||
Male sex | 0 | 58 | % | 57 | % | 63 | % | 68 | % | ||||
M | Q1 | Q3 | M | Q1 | Q3 | M | Q1 | Q3 | M | Q1 | Q3 | ||
Age (years) | 0 | 71 | 58 | 80 | 71 | 57 | 80 | 80 | 71 | 85 | 68 | 59 | 74 |
BMI (kg/m²) | 48 | 26 | 23 | 30 | 26 | 23 | 30 | 25 | 22 | 29 | 27 | 24 | 31 |
HR (bpm) | 14 | 88 | 77 | 100 | 88 | 77 | 100 | 87 | 77 | 98 | 91 | 79 | 104 |
SBP (mmHg) | 20 | 131 | 116 | 149 | 131 | 116 | 149 | 140 | 122 | 159 | 129 | 114 | 145 |
RR (/min) | 15 | 19 | 15 | 23 | 19 | 15 | 23 | 18 | 16 | 22 | 23 | 18 | 27 |
Saturation (%) | 10 | 95.7 | 94.0 | 97.3 | 95.8 | 94.0 | 97.4 | 96.0 | 95.0 | 97.5 | 95.0 | 93.1 | 96.7 |
Temperature (°C) | 11 | 37.2 | 36.7 | 37.9 | 37.2 | 36.7 | 37.9 | 37.4 | 36.7 | 37.8 | 37.4 | 36.7 | 38.2 |
CRP (mg/L) | 4 | 49 | 11 | 120 | 47 | 10 | 110 | 82 | 41 | 175 | 88 | 20 | 178 |
D dimer (µg/L) | 79 | 1100 | 463 | 2700 | 1040 | 460 | 2453 | 3400 | 2000 | 5400 | 2000 | 590 | 4900 |
LDH (U/L) | 11 | 239 | 197 | 317 | 234 | 194 | 306 | 270 | 216 | 324 | 318 | 234 | 444 |
Leucocytes (×109/L) | 4 | 9.5 | 6.7 | 13.2 | 9.4 | 6.8 | 13.1 | 12.0 | 9.2 | 16.1 | 10.3 | 6.3 | 14.7 |
Lymphocytes (×109/L) | 11 | 1.00 | 0.67 | 1.6 | 1.00 | 0.7 | 1.6 | 0.74 | 0.55 | 1.3 | 1.10 | 0.7 | 1.5 |
Albumin (g/L) | 8 | 40 | 36 | 43 | 40 | 36 | 43 | 37 | 34 | 41 | 38 | 35 | 42 |
Bicarbonate (mmol/L) | 66 | 23 | 21 | 25 | 23 | 21 | 25 | 24 | 22 | 26 | 21 | 19 | 24 |
Creatinine (µmol/L) | 5 | 85 | 67 | 113 | 84 | 67 | 112 | 85 | 64 | 113 | 93 | 73 | 125 |
Eosinophils (×109/L) | 27 | 0.1 | 0.03 | 0.10 | 0.1 | 0.03 | 0.11 | 0.03 | 0.03 | 0.10 | 0.1 | 0.03 | 0.10 |
MCV (fL) | 5 | 91 | 87 | 95 | 91 | 87 | 95 | 92 | 90 | 97 | 91 | 88 | 95 |
Monocytes (×109/L) | 41 | 0.72 | 0.47 | 1.00 | 0.73 | 0.48 | 1.00 | 0.71 | 0.56 | 1.02 | 0.64 | 0.39 | 1.00 |
Neutrophils (×109/L) | 11 | 7.2 | 4.8 | 10.5 | 7.1 | 4.8 | 10.4 | 9.8 | 6.6 | 14.5 | 7.7 | 5.0 | 11.1 |
Sodium (mmol/L) | 5 | 137 | 134 | 140 | 137 | 134 | 140 | 138 | 134 | 140 | 137 | 134 | 139 |
Urea (mmol/L) | 5 | 6.6 | 4.7 | 9.9 | 6.6 | 4.6 | 9.8 | 8.4 | 6.3 | 11.9 | 7.1 | 5.1 | 11.0 |
B. Validation data | n=1466 | n=1356 | n=24 | n=86 | |||||||||
Male sex | 0 | 58 | % | 58 | % | 38 | % | 71 | % | ||||
M | Q1 | Q3 | M | Q1 | Q3 | M | Q1 | Q3 | M | Q1 | Q3 | ||
Age (years) | 0 | 71 | 57 | 80 | 71 | 56 | 80 | 80 | 69 | 85 | 70 | 62 | 76 |
BMI (kg/m²) | 40 | 26 | 23 | 30 | 26 | 23 | 30 | 25 | 22 | 31 | 28 | 24 | 30 |
HR (bpm) | 16 | 89 | 77 | 103 | 89 | 77 | 103 | 78 | 73 | 99 | 89 | 78 | 103 |
SBP (mm Hg) | 21 | 134 | 119 | 151 | 134 | 119 | 151 | 132 | 111 | 149 | 141 | 124 | 157 |
RR (/min) | 17 | 19 | 16 | 23 | 19 | 16 | 23 | 19 | 16 | 22 | 23 | 19 | 28 |
Saturation (%) | 9 | 95.7 | 94.0 | 97.3 | 95.9 | 94.0 | 97.5 | 96.2 | 94.5 | 97.0 | 93.8 | 91.3 | 95.7 |
Temperature (°C) | 13 | 37.2 | 36.7 | 37.9 | 37.2 | 36.7 | 37.9 | 37.2 | 36.7 | 37.7 | 37.4 | 37.0 | 38.0 |
CRP (mg/L) | 5 | 49 | 14 | 115 | 47 | 13 | 110 | 77 | 25 | 135 | 114 | 40 | 206 |
D dimer (µg/L) | 95 | 460 | 210 | 1275 | 440 | 210 | 1350 | 770 | 770 | 770 | 913 | 890 | 937 |
LDH (U/L) | 13 | 238 | 196 | 314 | 234 | 195 | 307 | 254 | 217 | 288 | 360 | 234 | 531 |
Leucocytes (×109/L) | 6 | 9.7 | 6.8 | 13.2 | 9.7 | 6.8 | 13.2 | 12.0 | 7.3 | 15.0 | 8.9 | 6.7 | 13.1 |
Lymphocytes (×109/L) | 12 | 1.00 | 0.65 | 1.50 | 1.00 | 0.66 | 1.50 | 1.10 | 0.80 | 1.33 | 0.84 | 0.60 | 1.55 |
Albumin (g/L) | 9 | 40 | 37 | 42 | 40 | 37 | 42 | 37 | 35 | 38 | 39 | 36 | 42 |
Bicarbonate (mmol/L) | 65 | 23 | 21 | 25 | 23 | 21 | 25 | 23 | 21 | 26 | 22 | 19 | 25 |
Creatinine (µmol/L) | 6 | 86 | 68 | 119 | 85 | 68 | 117 | 80 | 58 | 122 | 96 | 77 | 138 |
Eosinophils (×109/L) | 20 | 0.07 | 0.03 | 0.10 | 0.07 | 0.03 | 0.11 | 0.05 | 0.03 | 0.10 | 0.05 | 0.03 | 0.10 |
MCV (fL) | 6 | 91 | 88 | 95 | 91 | 88 | 95 | 94 | 90 | 97 | 91 | 87 | 95 |
Monocytes (×109/L) | 33 | 0.70 | 0.47 | 1.00 | 0.70 | 0.48 | 1.00 | 0.68 | 0.48 | 1.03 | 0.61 | 0.40 | 1.00 |
Neutrophils (×109/L) | 13 | 7.4 | 4.8 | 11.0 | 7.3 | 4.7 | 11.0 | 9.0 | 5.5 | 13.1 | 7.4 | 5.0 | 10.8 |
Sodium (mmol/L) | 6 | 137 | 134 | 139 | 137 | 134 | 139 | 136 | 133 | 138 | 135 | 132 | 138 |
Urea (mmol/L) | 7 | 6.7 | 4.9 | 10.0 | 6.6 | 4.8 | 9.9 | 8.0 | 4.7 | 12.8 | 7.8 | 5.9 | 12.2 |
Status, ‘all patients’, ‘discharged or dead’ (without being admitted to the ICU), ‘in hospital’ and ‘ICU admission’ is measured at 28 days after hospital admission.
BMI, body mass index; CRP, C reactive protein; HR, heart rate; ICU, intensive care unit; LDH, lactic dehydrogenase; RR, respiratory rate; SBP, systolic blood pressure.