TABLE 4.

Model performance.

Evaluation metrics	F1 score	Sensitivity (recall)	Specificity	Positive predictive value (precision)	Negative predictive value	Average precision
Pain	0.36	0.74	0.32	0.24	0.82	0.41
Patient anxiety	0.46	0.39	0.90	0.59	0.81	0.59
Depression	0.45	0.75	0.58	0.32	0.90	0.47
Feeling at peace	0.43	0.67	0.65	0.33	0.89	0.49
Practical matters	0.31	0.45	0.66	0.34	0.81	0.37