Large language model biases in health care: a scoping review and call for an integrated assessment framework.
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| Title: | Large language model biases in health care: a scoping review and call for an integrated assessment framework. |
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| Authors: | He L; Joseph Zilber College of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 53205, United States., Do DP; Joseph Zilber College of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 53205, United States.; Clinical and Translational Science Institute of Southeastern Wisconsin, Milwaukee, WI, 53226, United States., Shet VG; School of Information Studies, University of Wisconsin-Milwaukee, Milwaukee, WI, 53211, United States., Farghaly O; Department of Computer Science, Marquette University, Milwaukee, WI, 53233, United States., Deshpande P; Department of Computer Science, Marquette University, Milwaukee, WI, 53233, United States., Madiraju P; Clinical and Translational Science Institute of Southeastern Wisconsin, Milwaukee, WI, 53226, United States.; Department of Computer Science, Marquette University, Milwaukee, WI, 53233, United States., Ye J; Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, United States.; Weill Cornell, New York, NY, 10021, United States., Beestrum M; Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, United States. |
| Source: | Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2026 Jun 13. Date of Electronic Publication: 2026 Jun 13. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42287648 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Large language model biases in health care: a scoping review and call for an integrated assessment framework. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22He+L%22">He L</searchLink>; Joseph Zilber College of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 53205, United States.<br /><searchLink fieldCode="AU" term="%22Do+DP%22">Do DP</searchLink>; Joseph Zilber College of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, 53205, United States.; Clinical and Translational Science Institute of Southeastern Wisconsin, Milwaukee, WI, 53226, United States.<br /><searchLink fieldCode="AU" term="%22Shet+VG%22">Shet VG</searchLink>; School of Information Studies, University of Wisconsin-Milwaukee, Milwaukee, WI, 53211, United States.<br /><searchLink fieldCode="AU" term="%22Farghaly+O%22">Farghaly O</searchLink>; Department of Computer Science, Marquette University, Milwaukee, WI, 53233, United States.<br /><searchLink fieldCode="AU" term="%22Deshpande+P%22">Deshpande P</searchLink>; Department of Computer Science, Marquette University, Milwaukee, WI, 53233, United States.<br /><searchLink fieldCode="AU" term="%22Madiraju+P%22">Madiraju P</searchLink>; Clinical and Translational Science Institute of Southeastern Wisconsin, Milwaukee, WI, 53226, United States.; Department of Computer Science, Marquette University, Milwaukee, WI, 53233, United States.<br /><searchLink fieldCode="AU" term="%22Ye+J%22">Ye J</searchLink>; Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, United States.; Weill Cornell, New York, NY, 10021, United States.<br /><searchLink fieldCode="AU" term="%22Beestrum+M%22">Beestrum M</searchLink>; Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, United States. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229430800%22">Journal of the American Medical Informatics Association : JAMIA</searchLink> [J Am Med Inform Assoc] 2026 Jun 13. <i>Date of Electronic Publication: </i>2026 Jun 13. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9430800 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1527-974X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210675027%22">10675027 </searchLink><i>NLM ISO Abbreviation: </i>J Am Med Inform Assoc <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42287648 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1093/jamia/ocag089 Languages: – Code: eng Text: English Titles: – TitleFull: Large language model biases in health care: a scoping review and call for an integrated assessment framework. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: He L – PersonEntity: Name: NameFull: Do DP – PersonEntity: Name: NameFull: Shet VG – PersonEntity: Name: NameFull: Farghaly O – PersonEntity: Name: NameFull: Deshpande P – PersonEntity: Name: NameFull: Madiraju P – PersonEntity: Name: NameFull: Ye J – PersonEntity: Name: NameFull: Beestrum M IsPartOfRelationships: – BibEntity: Dates: – D: 13 M: 06 Text: 2026 Jun 13 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1527-974X Titles: – TitleFull: Journal of the American Medical Informatics Association : JAMIA Type: main |
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