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Peritoneal Dialysis (PD) Specialized LLM for PD Management
Sponsor: First Affiliated Hospital, Sun Yat-Sen University
Summary
This study conducted a randomized controlled trial using clinical vignettes to evaluate differences in the quality of PD management among two large language model-assisted workflows and a physician-only decision-making process, and to identify potential risks (e.g., generating clearly erroneous or even harmful suggestions).
Official title: Physician Implementation of an NLP-Empowered Electronic Resource for Peritoneal Dialysis Management: A Randomized Controlled Trial (The PIONEER-PD Trial)
Key Details
Gender
All
Age Range
Any - Any
Study Type
INTERVENTIONAL
Enrollment
150
Start Date
2026-04-05
Completion Date
2026-05-30
Last Updated
2026-04-20
Healthy Volunteers
No
Interventions
Peritoneal dialysis-specialized large language model.
The peritoneal dialysis-specialized large language model (PD-LLM) used in this study was jointly developed by the Department of Nephrology at the First Affiliated Hospital of Sun Yat-sen University and Digital Health China (DHC).
Generalized LLM tools such as deepseek
Participants were permitted to ask the LLM any questions related to the clinical scenarios. However, they were explicitly instructed to critically evaluate the model's suggestions and to take full responsibility for the final clinical plans.
Locations (1)
Sixiu Chen
Guangzhou, Guangdong, China