Table 4.
Calibration statistics for MUST-plus model by race and gender
No Recalibration | Recalibration In the Large | Logistic Recalibration | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Weak Calibration | Moderate Calibration | Weak Calibration | Moderate Calibration | Weak Calibration | Moderate Calibration | ||||||||||
Calibration Intercept (95% CI) | Calibration Slope (95% CI) | Rescaled Brier Score (95% CI) | Emax (95% CI) | Eavg (95% CI) | Calibration Intercept (95% CI) | Calibration Slope (95% CI) | Rescaled Brier Score (95% CI) | Emax (95% CI) | Eavg (95% CI) | Calibration Intercept (95% CI) | Calibration Slope (95% CI) | Rescaled Brier Score (95% CI) | Emax (95% CI) | Eavg (95% CI) | |
Black | −1.07 (−1.11, −1.02) | 1.43 (1.37, 1.49) | 0.30 (0.29, 0.31) | 0.23 (0.22, 0.24) | 0.17 (0.16, 0.18) | 0.43 (0.36, 0.50) | 1.43 (1.37, 1.49) | 0.23 (0.21, 0.24) | 0.15 (0.10, 0.19) | 0.04 (0.04, 0.05) | 0 (-0.07, 0.05) | 0.91 (0.87, 0.95) | 0.23 (0.21, 0.25) | 0.08 (0.04, 0.11) | 0.01 (0, 0.02) |
White | −1.17 (−1.21, −1.12) | 1.29 (1.23, 1.35) | 0.24 (0.23, 0.24) | 0.26 (0.25, 0.27) | 0.20 (0.19, 0.20) | 0.25 (0.19, 0.31) | 1.29 (1.24, 1.34) | 0.20 (0.18, 0.21) | 0.20 (0.15, 0.25) | 0.03 (0.02, 0.03) | −0.15 (−0.20, −0.10) | 0.82 (0.78, 0.85) | 0.19 (0.18, 0.21) | 0.05 (0.02, 0.09) | 0.02 (0.01, 0.03) |
Male | −0.88 (−0.92, −0.84) | 1.40 (1.36, 1.45) | 0.29 (0.29, 0.30) | 0.20 (0.19, 0.21) | 0.15 (0.14, 0.16) | 0.39 (0.34, 0.44) | 1.40 (1.36, 1.45) | 0.22 (0.21, 0.24) | 0.18 (0.15, 0.21) | 0.04 (0.03, 0.05) | 0 (−0.05, 0.03) | 0.88 (0.85, 0.90) | 0.23 (0.22, 0.24) | 0.04 (0.03, 0.07) | 0.02 (0.01, 0.02) |
Female | −1.49 (−1.54, −1.45) | 1.42 (1.37, 1.47) | 0.22 (0.21, 0.23) | 0.32 (0.31, 0.32) | 0.24 (0.23, 0.24) | 0.40 (0.34, 0.47) | 1.42 (1.37, 1.47) | 0.20 (0.19, 0.22) | 0.24 (0.20, 0.29) | 0.04 (0.03, 0.04) | −0.11 (−0.16, −0.06) | 0.91(0.87, 0.94) | 0.21(0.20, 0.22) | 0.02 (0.01, 0.05) | 0.01 (0, 0.01) |
Bold indicates a statistically significant difference in calibration metric between pairs (Black vs. White, Male vs. Female).