Large Language Model Assistance for Clinical Decision-Making Among Rural Physicians (NCT07711600) | Clinical Trial Compass
Not Yet RecruitingNot Applicable
Large Language Model Assistance for Clinical Decision-Making Among Rural Physicians
China240 participantsStarted 2026-07
Plain-language summary
This study will evaluate whether, relative to conventional information retrieval approaches, direct large language models (LLM) access and LLM use training can improve the overall clinical decision-making ability of rural physicians in low-resource grassroots healthcare settings.
Who can participate
Age range
18 Years – 65 Years
Sex
ALL
See this in plain English?
AI-rewrites the medical criteria so a patient or caregiver can understand them. Always confirm with the trial site.
Inclusion Criteria:
* Currently engaged in clinical practice at a rural primary healthcare institution in northwestern China.
* Has received formal medical education and holds a relevant diploma or degree.
* Able to read and understand clinical case materials in Chinese.
* Able to use a computer to complete the study tasks.
* Willing to participate and able to provide written informed consent.
Exclusion Criteria:
* Previously involved in the development of the clinical case tasks, reference answers, or scoring rubric for this study.
* Previously participated in pilot testing involving the same clinical case tasks or study procedures.
Questions worth asking your doctor
Bring these to your next appointment. They're a starting point for a shared conversation — not a sign you qualify or a recommendation to enrol.
1Based on my diagnosis and history, is this trial worth exploring for me — or is there a standard treatment we should try first?
2What does this trial's phase tell us about how much is already known about its safety and benefit?
3What would taking part actually involve for me — visits, tests, time, and travel?
4What are the known and possible risks or side effects I should weigh, and how would they be monitored?
5If this trial isn't the right fit, what other options or trials would you suggest I look into?
Generated to help you prepare — always confirm anything about your own eligibility and care with the study team and your doctor.
Questions for the trial coordinator
The trial coordinator is the person who runs the study day to day. These cover the practical side — logistics, costs, and what taking part would actually mean for your life. The study team confirms whether you meet the criteria; these are questions to ask, not a sign you qualify.
1What does taking part actually involve week to week — how many visits, where, and how long does each one take?
2What costs are covered by the study, and what might I have to pay for myself, including travel, parking, or time off work?
3What happens during screening, and what happens if the study team confirms I don't meet the criteria after those tests?
4Who pays for the scans, blood work, and other tests the trial requires — the study, my insurance, or me?
5How will being in the trial affect my regular care, and will my own doctor stay informed and involved?
6Can I leave the trial at any point if I change my mind, and what would happen to my care if I do?
A starting point for the conversation — always confirm anything about your own eligibility, costs, and care with the study team and your doctor.
What they're measuring
1
Overall Clinical Decision-Making Score
Timeframe: At the end of the initial 60-minute assessment