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This paper is in the following e-collection/theme issue:

Applications of AI (948) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (1738) Surgery, Trauma and Surgical Sciences (289) Digital Health Reporting Standards, Quality and Transparency in e-Research (223) Machine Learning (3151) Development and Evaluation of Research Methods, Instruments and Tools (1321) Ethical Issues in Peer Peview (2) AI in Peer Review and Research Assessment (9)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/84322, first published .
AI-assisted peer review workflow: LLAMA, Mistral, Gemma, Qwen models analyze transplantation research papers.

Evaluation of Large Language Models for Peer Review in Transplantation Research: Algorithm Validation Study

Evaluation of Large Language Models for Peer Review in Transplantation Research: Algorithm Validation Study

Authors of this article:

Selena Ming Shen1 Author Orcid Image ;   Zifu Wang2 Author Orcid Image ;   Krittika Paul3 Author Orcid Image ;   Meng-Hao Li4 Author Orcid Image ;   Xiao Huang5 Author Orcid Image ;   Naoru Koizumi4 Author Orcid Image
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  1. Hyman M. Supplementing Remedies to the Replication Crisis. Social Epistemology 2026:1 View