Table 4 Model and scheduler performance metrics.
From: CPT to RVU conversion improves model performance in the prediction of surgical case length
Prediction type | Prediction time (relative to RVU model) | MAE (95% CI) | RMSE (95% CI) |
|---|---|---|---|
Scheduler | N/A | 60.1 (57.0–63.6) | 90.2 (84.7–96.5) |
RVU model | 1 | 38.5 (36.3–40.9) | 60.8 (56.3–66.0) |
CPT model | 9.4 | 39.4 (37.0–41.9) | 61.9 (56.3–67.4) |
RVU + CPT model | 8.5 | 37.3 (34.9–39.6) | 58.8 (54.0–63.8) |
