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Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consent.

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Title: Analyzing patient perspectives with large language models: a cross-sectional study of sentiment and thematic classification on exception from informed consent.
Authors: Kornblith AE; University of California San Francisco, San Francisco, CA, USA. Aaron.Kornblith@ucsf.edu., Singh C; University of California San Francisco, San Francisco, CA, USA.; Microsoft Research, Seattle, WA, USA., Innes JC; Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA., Chang TP; Keck School of Medicine of University of Southern California & Children's Hospital Los Angeles, Los Angeles, CA, USA., Adelgais KM; University of Colorado School of Medicine, Aurora, CO, USA., Holsti M; Primary Children's Medical Center, University of Utah, Salt Lake City, UT, USA., Kim J; Oregon Health & Science University, Portland, OR, USA., McClain B; Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA., Nishijima DK; UC Davis School of Medicine, Sacramento, CA, USA., Rodgers S; Nationwide Children's Hospital, Columbus, OH, USA., Shah MI; Stanford University School of Medicine, Palo Alto, CA, USA., Simon HK; Emory University School of Medicine & Children's Healthcare of Atlanta, Atlanta, GA, USA., VanBuren JM; University of Utah, Salt Lake City, UT, USA., Ward CE; Children's National Hospital, The George Washington University, Washington, D.C, USA., Counts CR; University of Washington, Seattle, WA, USA.
Source: Scientific reports [Sci Rep] 2025 Feb 20; Vol. 15 (1), pp. 6179. Date of Electronic Publication: 2025 Feb 20.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Kornblith+AE%22">Kornblith AE</searchLink>; University of California San Francisco, San Francisco, CA, USA. Aaron.Kornblith@ucsf.edu.<br /><searchLink fieldCode="AU" term="%22Singh+C%22">Singh C</searchLink>; University of California San Francisco, San Francisco, CA, USA.; Microsoft Research, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Innes+JC%22">Innes JC</searchLink>; Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.<br /><searchLink fieldCode="AU" term="%22Chang+TP%22">Chang TP</searchLink>; Keck School of Medicine of University of Southern California & Children's Hospital Los Angeles, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Adelgais+KM%22">Adelgais KM</searchLink>; University of Colorado School of Medicine, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Holsti+M%22">Holsti M</searchLink>; Primary Children's Medical Center, University of Utah, Salt Lake City, UT, USA.<br /><searchLink fieldCode="AU" term="%22Kim+J%22">Kim J</searchLink>; Oregon Health & Science University, Portland, OR, USA.<br /><searchLink fieldCode="AU" term="%22McClain+B%22">McClain B</searchLink>; Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.<br /><searchLink fieldCode="AU" term="%22Nishijima+DK%22">Nishijima DK</searchLink>; UC Davis School of Medicine, Sacramento, CA, USA.<br /><searchLink fieldCode="AU" term="%22Rodgers+S%22">Rodgers S</searchLink>; Nationwide Children's Hospital, Columbus, OH, USA.<br /><searchLink fieldCode="AU" term="%22Shah+MI%22">Shah MI</searchLink>; Stanford University School of Medicine, Palo Alto, CA, USA.<br /><searchLink fieldCode="AU" term="%22Simon+HK%22">Simon HK</searchLink>; Emory University School of Medicine & Children's Healthcare of Atlanta, Atlanta, GA, USA.<br /><searchLink fieldCode="AU" term="%22VanBuren+JM%22">VanBuren JM</searchLink>; University of Utah, Salt Lake City, UT, USA.<br /><searchLink fieldCode="AU" term="%22Ward+CE%22">Ward CE</searchLink>; Children's National Hospital, The George Washington University, Washington, D.C, USA.<br /><searchLink fieldCode="AU" term="%22Counts+CR%22">Counts CR</searchLink>; University of Washington, Seattle, WA, USA.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Feb 20; Vol. 15 (1), pp. 6179. <i>Date of Electronic Publication: </i>2025 Feb 20.
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