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Department of Medical Science, Asan Medical Center, AMIST, Uni- versity of Ulsan College of Medicine
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A deterministic integrity-gate system for LLM-generated clinical manuscripts can catch all fabricated elements while ensuring no false positives, outperforming conventional LLM reviews.