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Peritoneal Dialysis Specialized LLM for PD Management

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Summary

NIH registered a randomized controlled trial (NCT07539428) on ClinicalTrials.gov evaluating large language model-assisted workflows against physician-only decision-making for peritoneal dialysis management. The study uses clinical vignettes to assess quality differences and identify potential risks such as generating erroneous or harmful suggestions. Conditions include Peritoneal Dialysis and Large Language Models; interventions include a PD-specialized LLM and generalized LLM tools.

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What changed

This document is a clinical trial registration entry on ClinicalTrials.gov for a randomized controlled trial evaluating LLM-assisted workflows in peritoneal dialysis management. The study does not create compliance obligations, enforcement requirements, or regulatory mandates — it is an informational record of research activity. Healthcare providers, clinical investigators, and organizations developing clinical AI tools may use this registry entry to track research evaluating LLM quality and risk in PD decision-making. The trial registration does not constitute guidance, policy, or a regulatory requirement from NIH or any other agency.

Compliance readers should note that this trial registration is informational and does not require any action. Organizations developing or deploying AI/ML tools in clinical settings should continue monitoring FDA and HHS guidance on clinical decision support software, as this research area may inform future regulatory frameworks.

Archived snapshot

Apr 21, 2026

GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.

← ClinicalTrials.gov Studies

Peritoneal Dialysis (PD) Specialized LLM for PD Management

N/A NCT07539428 Kind: NA Apr 20, 2026

Abstract

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).

Conditions: Peritoneal Dialysis (PD), Large Language Models

Interventions: Peritoneal dialysis-specialized large language model., Generalized LLM tools such as deepseek

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Last updated

Classification

Agency
NIH
Published
April 20th, 2026
Instrument
Notice
Branch
Executive
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
NCT07539428

Who this affects

Applies to
Healthcare providers Clinical investigators Patients
Industry sector
6211 Healthcare Providers
Activity scope
Clinical trial research AI-assisted healthcare
Geographic scope
United States US

Taxonomy

Primary area
Healthcare
Operational domain
Clinical Operations
Topics
Artificial Intelligence Medical Devices

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