Blinded Multi-Rater Comparative Evaluation of a Large Language Model and Clinician-Authored Responses in CGM-Informed Diabetes Counseling

Researchers evaluated a retrieval-grounded LLM conversational agent against clinician-authored responses for CGM diabetes counseling across 12 cases, with 6 senior UK diabetes clinicians rating both approaches in a blinded comparative study conducted Oct 2025–Feb 2026.

MentionsLarge Language Model · Continuous Glucose Monitoring · Retrieval-Grounded LLM · Conversational Agent · Diabetes Counseling

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