R0054/2026-03-31/C007/SRC03

Research	R0054 — Prompt Claims v2
Run	2026-03-31
Claim	C007
Search	S01
Result	S01-R02
Source	SRC03

PMC article on AI for identifying conflicts of interest in research.

Source

Field	Value
Title	Harnessing artificial intelligence for identifying conflicts of interest in research
Publisher	PMC / Accountability in Research
Author(s)	Various
Date	2024
URL	https://pmc.ncbi.nlm.nih.gov/articles/PMC11525887/
Type	Research paper

Summary

Dimension	Rating
Reliability	High
Relevance	Medium
Bias: Missing data	Low risk
Bias: Measurement	Low risk
Bias: Selective reporting	Low risk
Bias: Randomization	N/A -- not an RCT
Bias: Protocol deviation	N/A -- not an RCT
Bias: COI/Funding	Low risk

Rationale

Dimension	Rationale
Reliability	Peer-reviewed journal article.
Relevance	Demonstrates AI being used for COI management, validating the concept of AI-mediated bias checking.
Bias flags	No significant concerns.

Evidence Extracts

Evidence ID	Summary
SRC03-E01	AI can detect and manage COI in research through data analysis and pattern recognition