LLM-Assisted Diabetes and Hypertension Management by Village Doctors

Sponsor
Jiangsu Taizhou People's Hospital
Study ID
NCT07678658
Status
Not Yet Recruiting

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Conditions

Eligibility Criteria

Sex
ALL
Age
18 Years - 80 Years
Healthy Volunteers
Accepted

Interventions

  • LLM — OTHER
    Village doctors receive large language model (LLM)-assisted decision support when assessing standardized patient cases and developing management plans.

Study Details

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.

Key Dates

First listed
Jul 1, 2026
Start date
Jul 1, 2026
Status verified
Jun 2026
Primary completion
Jul 7, 2026
Completion
Jul 14, 2026

Study Design

Enrollment
20 participants (estimated)
Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
OTHER

Arms

  • Experimental: LLM-Assisted Group
  • No Intervention: Control Group

Primary Outcome Measure

Percentage of case assessments in which the LLM-assisted management plan is preferred over the non-assisted management plan according to a blinded expert preference assessment form [ Time Frame: Immediately after completion of case assessment ]

Central Contacts

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