Author

Darren P. Martin

Institute of Infectious Disease and Molecular Medicine, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, South Africa;

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Scientific Communication & Education· 1

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:software / tool· 1

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Anton NekrutenkoiD· 1 shared Jordan D. ZehriD· 1 shared Sergei L. Kosakovsky PondiD· 1 shared Steven WeaveriD· 1 shared

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Scientific Communication & EducationbioRxivPreprintNov 4, 2026

Auditing Biomedical Literature with Blinded AI Peer Review: Where Peer Review Works, Where It Fails, and How to Strengthen It

Sergei L. Kosakovsky Pond, Steven Weaver, Jordan D. Zehr…·Anton Nekrutenko

This paper evaluates the effectiveness of a blinded AI peer review system (BARS) in auditing biomedical literature, finding it improves consistency and detects flaws while highlighting issues with megajournals and template studies.

DOI 10.64898/2026.11.02.763753

deep learningbenchmarking

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