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LLM-Assisted Diabetes and Hypertension Management by Village Doctors
Sponsor: Jiangsu Taizhou People's Hospital
Summary
This is a prospective, assessor-blinded, randomized controlled study designed to evaluate whether large language model (LLM)-assisted decision support can improve village doctors' abilities in the comprehensive management of patients with type 2 diabetes mellitus and hypertension. For each standardized clinical case, two village doctors will independently review the same patient information and develop management plans. An independent statistician will randomly assign one doctor to receive LLM-assisted decision support, while the other will complete the assessment without assistance. All management plans and questionnaire responses will be de-identified and evaluated by an independent expert panel blinded to group allocation. The study will compare the quality of clinical decision-making, risk assessment, treatment recommendations, and follow-up planning between the LLM-assisted and control groups.
Official title: Large Language Model-Assisted Decision Support for Improving Village Doctors' Integrated Management of Patients With Type 2 Diabetes and Hypertension: A Randomized Controlled Study
Key Details
Gender
All
Age Range
18 Years - 80 Years
Study Type
INTERVENTIONAL
Enrollment
20
Start Date
2026-07-01
Completion Date
2026-07-14
Last Updated
2026-07-01
Healthy Volunteers
Yes
Conditions
Interventions
LLM
Village doctors receive large language model (LLM)-assisted decision support when assessing standardized patient cases and developing management plans.