Medical Large Language Model-Assisted Diagnosis and Treatment in Primary Care Chronic Disease Management

Официальное название

Verification and Application Study of Medical Large Language Model-Assisted Diagnosis and Treatment in Primary Care Chronic Disease Management: A Randomized Controlled Study

Обзор

This study aims to explore the feasibility of using medical large language models to assist in chronic disease management. By setting up experimental and control group interventions and having experts blindly evaluate anonymized cases, it compares different management approaches in chronic disease care, verifying the scientific basis, effectiveness, and potential for broader use of medical large language models in supporting chronic disease management.

Вмешательства

• Устройство Medical large language model
  The primary care physicians in the intervention group completed the management decisions for chronic disease cases, including disease assessment, examination suggestions, treatment plans, selection of management methods, and health education, with the assistance of the medical LLM.

Первичные конечные точки

• expert overall scores [Срок оценки: through study completion, an average of 3 months.]

Вторичные конечные точки (10)

• accuracy of condition assessment [Срок оценки: through study completion, an average of 3 months.]
• reasonableness of test recommendations [Срок оценки: through study completion, an average of 3 months.]
• reasonableness of treatment plans [Срок оценки: through study completion, an average of 3 months.]
• appropriateness of management choices [Срок оценки: through study completion, an average of 3 months.]
• scientific nature of patient education content [Срок оценки: through study completion, an average of 3 months.]
• feasibility at the primary care level [Срок оценки: through study completion, an average of 3 months.]
• the overall clinical quality [Срок оценки: through study completion, an average of 3 months.]
• risk advice [Срок оценки: through study completion, an average of 3 months.]
• Any diagnostic or treatment information missing [Срок оценки: through study completion, an average of 3 months.]
• feedback regarding the use of medical LLM by primary care physicians [Срок оценки: through study completion, an average of 3 months.]

Критерии участия

Критерии включения

• Work experience of 3 years or more;
• Able to complete the case assessment tasks required by the study;
• Have a practicing doctor qualification;
• Work at a township health center or community health service center;
• Voluntarily participate in the study and sign the informed consent form.

Критерии исключения

N/A

Критерии приведены из реестра в оригинале (на английском). Окончательную оценку соответствия проводит исследовательский центр.

Здоровые добровольцы: Нет

Дизайн исследования

Распределение

Рандомизированное

Модель

Параллельные группы

Маскирование

Простое слепое

Основная цель

Другое

Центры проведения

Китай · 1 центр

• The Affiliated Taizhou People's Hospital of Nanjing Medical University — Taizhou

Идентификаторы

NCT: NCT07740044 · LSKY 2026-114-01

Первоисточники (государственные реестры)

• ClinicalTrials.gov (NIH, США)

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