Radar chart comparing emphasis placed on six review categories by a human Associate Editor with two independent peer reviewers and AI large language models. (IMAGE)

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Radar chart comparing emphasis placed on six review categories by a human Associate Editor with two independent peer reviewers and AI large language models.

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Radar chart comparing emphasis placed on six review categories by a human Associate Editor with two independent peer reviewers and AI large language models. Both human reviewers and all four AI models identified poor model fit and inconsistent AUC values as primary weaknesses, suggesting AI can reliably detect certain methodological issues

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Matthew B. Russell and Aaron R. Weiskittel

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