Citation notice #4637 · 2026-07-11 03:19:08.018010+00:00

When Retrieval Doesn't Help: A Large-Scale Study of Biomedical RAG

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.

This is not a judgment on the citing paper.

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01Evidence

Raw extraction · bibliography line · bibliography index 24

Singhal, Karan and Azizi, Shekoofeh and Tu, Tao and Mahdavi, S. Sara and Wei, Jason and Chung, Hyung Won and Scales, Nathan and Tanwani, Ajay and Cole-Lewis, Heather and Pfohl, Stephen and Payne, Perry and Seneviratne, Martin and Gamble, Paul and Kelly, Chris and Babiker, Abubakr and Schärli, Nathanael and Chowdhery, Aakanksha and Mansfield, Philip and Demner-Fushman, Dina and Agüera y Arcas, Blaise and Webster, Dale and Corrado, Greg S. and Matias, Yossi and Chou, Katherine and Gottweis, Juraj and Tomasev, Nenad and Liu, Yun and Rajkomar, Alvin and Barral, Joelle and Semturs, Christopher and Karthikesalingam, Alan and Natarajan, Vivek , title =. Nature , volume =. 2023 , type =. doi:10.1038/s41586-023-06291-2 , url =

Parser render (TeX stripped for reading; raw above is the evidence)

Singhal, Karan and Azizi, Shekoofeh and Tu, Tao and Mahdavi, S. Sara and Wei, Jason and Chung, Hyung Won and Scales, Nathan and Tanwani, Ajay and Cole-Lewis, Heather and Pfohl, Stephen and Payne, Perry and Seneviratne, Martin and Gamble, Paul and Kelly, Chris and Babiker, Abubakr and Schärli, Nathanael and Chowdhery, Aakanksha and Mansfield, Philip and Demner-Fushman, Dina and Agüera y Arcas, Blaise and Webster, Dale and Corrado, Greg S. and Matias, Yossi and Chou, Katherine and Gottweis, Juraj and Tomasev, Nenad and Liu, Yun and Rajkomar, Alvin and Barral, Joelle and Semturs, Christopher and Karthikesalingam, Alan and Natarajan, Vivek, title =. Nature, volume =. 2023, type =. doi:10.1038/s41586-023-06291-2, url =

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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