Derivation Set and Validation Set AUROCC for Each of the Three Selected Models, Trained and Evaluated on Either the Clinician or Patient Data
| Derivation group | Validation group | |||
|---|---|---|---|---|
| Clinician | Patient | Clinician | Patient | |
| LASSO point score | 0.86 | 0.78 | 0.71 | 0.60 |
| Conditional inference tree | 0.79 | 0.80 | 0.63 | 0.57 |
| Naive Bayes classifier | 0.83 | 0.79 | 0.74 | 0.68 |
Notes: The same individuals were used in the derivation and validation sets regardless of whether the clinician-reported symptom data or patient-reported symptom data were used for modeling.