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Development and validation of the provider documentation summarization quality instrument for large language models.

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Title: Development and validation of the provider documentation summarization quality instrument for large language models.
Authors: Croxford E; Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI 53792, United States., Gao Y; Department of Biomedical Informatics, University of Colorado-Anschutz Medical, Aurora, CO 80045, United States., Pellegrino N; Epic Systems, Verona, WI 53593, United States., Wong K; Epic Systems, Verona, WI 53593, United States.; UW Health, Madison, WI 53726, United States., Wills G; UW Health, Madison, WI 53726, United States., First E; Epic Systems, Verona, WI 53593, United States., Schnier M; Epic Systems, Verona, WI 53593, United States., Burton K; UW Health, Madison, WI 53726, United States., Ebby C; Department of Pediatrics, University of Wisconsin, Madison, WI 53792, United States., Gorski J; UW Health, Madison, WI 53726, United States.; BerbeeWalsh Department of Emergency Medicine, University of Wisconsin, Madison, WI 53792, United States., Kalscheur M; UW Health, Madison, WI 53726, United States.; Department of Medicine, University of Wisconsin, Madison, WI 53792, United States., Khalil S; UW Health, Madison, WI 53726, United States., Pisani M; Department of Medicine, University of Wisconsin, Madison, WI 53792, United States., Rubeor T; UW Health, Madison, WI 53726, United States., Stetson P; Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States., Liao F; UW Health, Madison, WI 53726, United States.; BerbeeWalsh Department of Emergency Medicine, University of Wisconsin, Madison, WI 53792, United States., Goswami C; UW Health, Madison, WI 53726, United States., Patterson B; UW Health, Madison, WI 53726, United States.; BerbeeWalsh Department of Emergency Medicine, University of Wisconsin, Madison, WI 53792, United States., Afshar M; Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI 53792, United States.; UW Health, Madison, WI 53726, United States.; Department of Medicine, University of Wisconsin, Madison, WI 53792, United States.
Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2025 Jun 01; Vol. 32 (6), pp. 1050-1060.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Croxford+E%22">Croxford E</searchLink>; Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI 53792, United States.<br /><searchLink fieldCode="AU" term="%22Gao+Y%22">Gao Y</searchLink>; Department of Biomedical Informatics, University of Colorado-Anschutz Medical, Aurora, CO 80045, United States.<br /><searchLink fieldCode="AU" term="%22Pellegrino+N%22">Pellegrino N</searchLink>; Epic Systems, Verona, WI 53593, United States.<br /><searchLink fieldCode="AU" term="%22Wong+K%22">Wong K</searchLink>; Epic Systems, Verona, WI 53593, United States.; UW Health, Madison, WI 53726, United States.<br /><searchLink fieldCode="AU" term="%22Wills+G%22">Wills G</searchLink>; UW Health, Madison, WI 53726, United States.<br /><searchLink fieldCode="AU" term="%22First+E%22">First E</searchLink>; Epic Systems, Verona, WI 53593, United States.<br /><searchLink fieldCode="AU" term="%22Schnier+M%22">Schnier M</searchLink>; Epic Systems, Verona, WI 53593, United States.<br /><searchLink fieldCode="AU" term="%22Burton+K%22">Burton K</searchLink>; UW Health, Madison, WI 53726, United States.<br /><searchLink fieldCode="AU" term="%22Ebby+C%22">Ebby C</searchLink>; Department of Pediatrics, University of Wisconsin, Madison, WI 53792, United States.<br /><searchLink fieldCode="AU" term="%22Gorski+J%22">Gorski J</searchLink>; UW Health, Madison, WI 53726, United States.; BerbeeWalsh Department of Emergency Medicine, University of Wisconsin, Madison, WI 53792, United States.<br /><searchLink fieldCode="AU" term="%22Kalscheur+M%22">Kalscheur M</searchLink>; UW Health, Madison, WI 53726, United States.; Department of Medicine, University of Wisconsin, Madison, WI 53792, United States.<br /><searchLink fieldCode="AU" term="%22Khalil+S%22">Khalil S</searchLink>; UW Health, Madison, WI 53726, United States.<br /><searchLink fieldCode="AU" term="%22Pisani+M%22">Pisani M</searchLink>; Department of Medicine, University of Wisconsin, Madison, WI 53792, United States.<br /><searchLink fieldCode="AU" term="%22Rubeor+T%22">Rubeor T</searchLink>; UW Health, Madison, WI 53726, United States.<br /><searchLink fieldCode="AU" term="%22Stetson+P%22">Stetson P</searchLink>; Memorial Sloan Kettering Cancer Center, New York, NY 10065, United States.<br /><searchLink fieldCode="AU" term="%22Liao+F%22">Liao F</searchLink>; UW Health, Madison, WI 53726, United States.; BerbeeWalsh Department of Emergency Medicine, University of Wisconsin, Madison, WI 53792, United States.<br /><searchLink fieldCode="AU" term="%22Goswami+C%22">Goswami C</searchLink>; UW Health, Madison, WI 53726, United States.<br /><searchLink fieldCode="AU" term="%22Patterson+B%22">Patterson B</searchLink>; UW Health, Madison, WI 53726, United States.; BerbeeWalsh Department of Emergency Medicine, University of Wisconsin, Madison, WI 53792, United States.<br /><searchLink fieldCode="AU" term="%22Afshar+M%22">Afshar M</searchLink>; Department of Biostatistics and Medical Informatics, University of Wisconsin, Madison, WI 53792, United States.; UW Health, Madison, WI 53726, United States.; Department of Medicine, University of Wisconsin, Madison, WI 53792, United States.
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  Data: <searchLink fieldCode="JN" term="%229430800%22">Journal of the American Medical Informatics Association : JAMIA</searchLink> [J Am Med Inform Assoc] 2025 Jun 01; Vol. 32 (6), pp. 1050-1060.
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