AUC | Sensitivity | Specificity | PPV | NPV | |
---|---|---|---|---|---|
Total cohort | |||||
MEDS (≥7) | 0.80 (0.76–0.83) | 0.81 (0.80–0.83) | 0.62 (0.60–0.64) | 0.12 (0.10–0.13) | 0.98 (0.97–0.99) |
PIRO (≥14) | 0.73 (0.69–0.77) | 0.55 (0.53–0.57) | 0.77 (0.75–0.79) | 0.12 (0.11–0.14) | 0.96 (0.95–0.97) |
qSOFA (≥1) | 0.68 (0.63–0.72) | 0.83 (0.81–0.84) | 0.47 (0.44–0.49) | 0.10 (0.09–0.11) | 0.98 (0.97–0.98) |
qSOFA (≥2) | 0.68 (0.63–0.72) | 0.32 (0.30–0.33) | 0.87 (0.85–0.88) | 0.11 (0.10–0.12) | 0.95 (0.94–0.96) |
MEWS (≥7) | 0.63 (0.58–0.67) | 0.42 (0.40–0.44) | 0.77 (0.76–0.79) | 0.11 (0.10–0.13) | 0.95 (0.94–0.96) |
NEWS (≥8) | 0.67 (0.62–0.72) | 0.63 (0.61–0.65) | 0.63 (0.61–0.65) | 0.10 (0.08–0.11) | 0.96 (0.95–0.97) |
Patients age < 70 | |||||
MEDS (≥7) | 0.86 (0.82–0.91) | 0.83 (0.81–0.85) | 0.78 (0.76–0.80) | 0.14 (0.12–0.15) | 0.99 (0.98–0.99) |
PIRO (≥9) | 0.78 (0.73–0.84) | 0.87 (0.85–0.89) | 0.56 (0.54–0.59) | 0.08 (0.07–0.10) | 0.99 (0.98–0.99) |
qSOFA (≥1) | 0.72 (0.66–0.78) | 0.83 (0.81–0.85) | 0.55 (0.52–0.57) | 0.08 (0.06–0.09) | 0.98 (0.98–0.99) |
qSOFA (≥2) | 0.72 (0.66–0.78) | 0.28 (0.25–0.30) | 0.92 (0.90–0.93) | 0.10 (0.08–0.11) | 0.96 (0.95–0.97) |
MEWS (≥5) | 0.66 (0.60–0.73) | 0.73 (0.70–0.75) | 0.51 (0.49–0.54) | 0.06 (0.05–0.08) | 0.97 (0.97–0.98) |
NEWS (≥8) | 0.72 (0.65–0.78) | 0.65 (0.63–0.68) | 0.70 (0.68–0.73) | 0.09 (0.07–0.10) | 0.98 (0.97–0.98) |
Patients age > =70 | |||||
MEDS (≥9) | 0.64 (0.57–0.71) | 0.62 (0.59–0.66) | 0.60 (0.56–0.63) | 0.13 (0.11–0.16) | 0.94 (0.92–0.95) |
PIRO (≥16) | 0.62 (0.55–0.69) | 0.46 (0.42–0.49) | 0.77 (0.74–0.80) | 0.15 (0.13–0.18) | 0.93 (0.91–0.95) |
qSOFA (≥1) | 0.60 (0.53–0.66) | 0.82 (0.80–0.85) | 0.30 (0.27–0.33) | 0.11 (0.09–0.13) | 0.94 (0.92–0.95) |
qSOFA (≥2) | 0.60 (0.53–0.66) | 0.35 (0.32–0.38) | 0.77 (0.74–0.80) | 0.12 (0.10–0.14) | 0.92 (0.90–0.94) |
MEWS (≥7) | 0.56 (0.49–0.63) | 0.42 (0.38–0.45) | 0.71 (0.68–0.74) | 0.12 (0.10–0.14) | 0.92 (0.90–0.94) |
NEWS (≥10) | 0.57 (0.50–0.64) | 0.45 (0.41–0.48) | 0.69 (0.66–0.72) | 0.12 (0.10–0.14) | 0.92 (0.90–0.94) |