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Positive act of reporting negative results in large language model research: a call for transparency.

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Title: Positive act of reporting negative results in large language model research: a call for transparency.
Authors: Tripathi S; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States., Alkhulaifat D; Department of Radiology, Clinical Research Core, Children's Hospital of Philadelphia, Philadelphia, PA 19104, United States.; Department of Radiology, Emory University School of Medicine, Atlanta, GA 30307, United States., Cook TS; Center for Practice Transformation in Radiology, Department of Radiology, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA 19104, United States.; Commission on Patient- and Family-Centered Care, American College of Radiology, Reston, VA 20191, United States.
Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2026 Apr 01; Vol. 33 (4), pp. 926-929.
Publication Type: Journal Article
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="%22Tripathi+S%22">Tripathi S</searchLink>; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States.<br /><searchLink fieldCode="AU" term="%22Alkhulaifat+D%22">Alkhulaifat D</searchLink>; Department of Radiology, Clinical Research Core, Children's Hospital of Philadelphia, Philadelphia, PA 19104, United States.; Department of Radiology, Emory University School of Medicine, Atlanta, GA 30307, United States.<br /><searchLink fieldCode="AU" term="%22Cook+TS%22">Cook TS</searchLink>; Center for Practice Transformation in Radiology, Department of Radiology, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA 19104, United States.; Commission on Patient- and Family-Centered Care, American College of Radiology, Reston, VA 20191, United States.
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        Value: 10.1093/jamia/ocaf221
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        Text: English
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        StartPage: 926
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      – TitleFull: Positive act of reporting negative results in large language model research: a call for transparency.
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              Text: 2026 Apr 01
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              Y: 2026
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