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Diversity in the medical research ecosystem: a descriptive scientometric analysis of over 49 000 studies and 150 000 authors published in high-impact medical journals between 2007 and 2022.
Charpignon ML, Matos J, Nakayama LF, Gallifant J, Alfonso PGI, Cobanaj M, Fiske AM, Gates AJ, Ho FDV, Jain U, Kashkooli M, Link N, McCoy LG, Shaffer J, Celi LA. Charpignon ML, et al. Among authors: mccoy lg. BMJ Open. 2025 Jan 22;15(1):e086982. doi: 10.1136/bmjopen-2024-086982. BMJ Open. 2025. PMID: 39843370 Free PMC article.
The TRIPOD-LLM reporting guideline for studies using large language models.
Gallifant J, Afshar M, Ameen S, Aphinyanaphongs Y, Chen S, Cacciamani G, Demner-Fushman D, Dligach D, Daneshjou R, Fernandes C, Hansen LH, Landman A, Lehmann L, McCoy LG, Miller T, Moreno A, Munch N, Restrepo D, Savova G, Umeton R, Gichoya JW, Collins GS, Moons KGM, Celi LA, Bitterman DS. Gallifant J, et al. Among authors: mccoy lg. Nat Med. 2025 Jan;31(1):60-69. doi: 10.1038/s41591-024-03425-5. Epub 2025 Jan 8. Nat Med. 2025. PMID: 39779929 Review.
A toolbox for surfacing health equity harms and biases in large language models.
Pfohl SR, Cole-Lewis H, Sayres R, Neal D, Asiedu M, Dieng A, Tomasev N, Rashid QM, Azizi S, Rostamzadeh N, McCoy LG, Celi LA, Liu Y, Schaekermann M, Walton A, Parrish A, Nagpal C, Singh P, Dewitt A, Mansfield P, Prakash S, Heller K, Karthikesalingam A, Semturs C, Barral J, Corrado G, Matias Y, Smith-Loud J, Horn I, Singhal K. Pfohl SR, et al. Among authors: mccoy lg. Nat Med. 2024 Dec;30(12):3590-3600. doi: 10.1038/s41591-024-03258-2. Epub 2024 Sep 23. Nat Med. 2024. PMID: 39313595 Free PMC article.
The TRIPOD-LLM Statement: A Targeted Guideline For Reporting Large Language Models Use.
Gallifant J, Afshar M, Ameen S, Aphinyanaphongs Y, Chen S, Cacciamani G, Demner-Fushman D, Dligach D, Daneshjou R, Fernandes C, Hansen LH, Landman A, Lehmann L, McCoy LG, Miller T, Moreno A, Munch N, Restrepo D, Savova G, Umeton R, Gichoya JW, Collins GS, Moons KGM, Celi LA, Bitterman DS. Gallifant J, et al. Among authors: mccoy lg. medRxiv [Preprint]. 2024 Jul 25:2024.07.24.24310930. doi: 10.1101/2024.07.24.24310930. medRxiv. 2024. Update in: Nat Med. 2025 Jan;31(1):60-69. doi: 10.1038/s41591-024-03425-5 PMID: 39211885 Free PMC article. Updated. Preprint.
Does diversity beget diversity? A scientometric analysis of over 150,000 studies and 49,000 authors published in high-impact medical journals between 2007 and 2022.
Charpignon ML, Matos J, Nakayama L, Gallifant J, Alfonso PGI, Cobanaj M, Fiske A, Gates AJ, Ho FDV, Jain U, Kashkooli M, McCoy LG, Shaffer J, Link Woite N, Celi LA. Charpignon ML, et al. Among authors: mccoy lg. medRxiv [Preprint]. 2024 Mar 22:2024.03.21.24304695. doi: 10.1101/2024.03.21.24304695. medRxiv. 2024. PMID: 38562711 Free PMC article. Preprint.
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