AUC of 10-fold Externally Cross-Validated SuperLearner Models†
| AUC (95% CI) | |
|---|---|
| I. Primary care | |
| Primary care versus specialty mental health | 0.645 (0.623, 0.668) |
| Psychotherapy versus total sample | 0.550 (0.520, 0.580) |
| Medication versus total sample | 0.684 (0.649, 0.718) |
| Combined versus total sample | 0.530 (0.487, 0.572) |
| Any primary care versus total sample | 0.574 (0.552, 0.595) |
| III. Specialty mental health | |
| Psychotherapy versus total sample | 0.534 (0.511, 0.556) |
| Medication versus total sample | 0.572 (0.539, 0.604) |
| Combined versus total sample | 0.602 (0.576, 0.627) |
| Any specialty mental health versus total sample | 0.500 (0.483, 0.518) |
AUC, area under the ROC curve; 95% CI, 95% confidence interval.
↵† See Appendix 3 for the list of classifiers.