Citation notice #4619 · 2026-07-11 03:19:08.018010+00:00

The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition

Correction Crossref Open

cites Large lan- guage models encode clinical knowledge,, which carries a correction notice dated 2023-07-27. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

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01Evidence

Raw extraction · bibliography line · bibliography index 10

Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, Perry Payne, Martin Senevi- ratne, Paul Gamble, Chris Kelly, Abubakr Babiker, Nathanael Sch¨ arli, Aakanksha Chowdh- ery, Philip Mansfield, Dina Demner-Fushman, Blaise Ag¨ uera y Arcas, Dale Webster, Greg S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, Alvin Rajkomar, Joelle Barral, Christopher Semturs, Alan Karthikesalingam, and Vivek Natarajan. Large language models encode clinical knowledge.Nature, 620(7972):172–180, August 2023. ISSN 1476-4687. doi: 10.1038/s41586-023-06291-2

02Event

Type: Correction
Source: Crossref
Original DOI: 10.1038/s41586-023-06291-2
Notice DOI: 10.1038/s41586-023-06455-0
Date: 2023-07-27
Title: Publisher Correction: Large language models encode clinical knowledge
Reasons: ['Correction']
Work: Large lan- guage models encode clinical knowledge, (2023) Nature

Schema constants (for re-runners): correction · crossref

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