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In contrast, ClinicalBERT (code-embedded) achieved the highest AUC (0.864 0.028), demonstrating superior performance in terms of its ability to discriminate between positive and negative cases, while maintaining a strong accuracy (0.976 0.011)

Document start and stop times in the progress note to confirm the session falls within the 38 to 52 minute range

Postprocedure or postinjury recovery: Patients recovering from orthopedic surgery, PRP, stem cell injections, or fracture repair who want to support tissue healing

Individual counseling sessions provide space to set goals and work through challenges with a licensed counselor, while group sessions offer encouragement, connection and shared learning from peers in recovery