Continued
| Reference | Model name | Discrimination (ROC) | Calibration (H&L) | Threshold (%) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) |
|---|---|---|---|---|---|---|---|---|
| Medical condition UHRs—cirrhosis only (2) | ||||||||
| Singal et al59 | Unnamed | Derivation cohort: 0.68 Validation cohort: 0.66 | ||||||
| Volk et al60 | Cirrhosis readmission prediction model | 0.65 | ||||||
| Medical condition UHRs—chronic kidney disease only (1) | ||||||||
| Perkins et al61 | Unnamed | 0.792 | 20 | 69 | 73.4 | 38.3 | 90.9 | |
| 50 | 28.5 | 97.1 | 70.2 | 85 | ||||
| 80 | 1.7 | 99.8 | 66.7 | 19.1 | ||||
| Medical condition UHRs—HIV only (1) | ||||||||
| Nijhawan et al62 | Unnamed | Derivation: 0.72 Validation: 0.70 | ||||||
| Medical condition UHRs—acute pancreatitis (1) | ||||||||
| Whitlock et al63 | Unnamed | Derivation cohort: 0.88 Validation cohort: 0.83 | ||||||
| Surgical condition-related UHRs (6) | ||||||||
| Taber et al64 USA | 30DRA with fixed variable | 0.63 | p=0.061 | 10 | 57.7 | 63.8 | ||
| 30DRA with fixed variable and dynamic clinical data | 0.731 | p=0.603 | 10 | 62.8 | 73.3 | |||
| Lawson et al65 | Unnamed | 0.728 | ||||||
| Iannuzzi et al66 | Endocrine surgery Readmission risk score | Derivation cohort: 0.676 | p=0.083 | |||||
| Validation cohort: 0.646 | p=0.592 | |||||||
| Mesko et al67 | Unnamed | Derivation data set: 0.59 Validation data set: 0.59 | ||||||
| Moore et al68 | Unnamed | 0.651 | Intercept, slope 0.000370; 1.0001 | |||||
| Graboyes et al69 | Unnamed | 0.85 | ||||||
| Mental health condition-related UHRs (1) | ||||||||
| Vigod et al70 | READMIT | Derivation data set: 0.631 Validation data set: 0.63 | p=0.868 | |||||
NPV, negative predictive value; PPV, positive predictive value; ROC, receiver operating characteristic.