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Area under the receiver operating characteristic curve (AUC) by each model in Institution 1. 95% Confidence Intervals derived via 5000 stratified bootstrap replications are included below each AUC value, calculated using the pROC package in R35.
| Model Type | 14-Day Decision Tree | 14-Day Random Forest | 3-Month Decision Tree | 3-Month Random Forest |
|---|---|---|---|---|
| AUC | 0.79 | 0.85 | 0.75 | 0.82 |
| 95% CI: | [0.768, 0.807] | [0.838, 0.867] | [0.728, 0.771] | [0.800, 0.836] |
