Algorithmic bias in clinical resource allocation by a large language model: a cross-sectional in-silico evaluation of 13,608 decisions.
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| Title: | Algorithmic bias in clinical resource allocation by a large language model: a cross-sectional in-silico evaluation of 13,608 decisions. |
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| Authors: | Gandhi S; Faculty of Medicine, Queen's University, Kingston, ON, Canada., Balas M; Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON, Canada. michael.balas@mail.utoronto.ca. |
| Source: | BMC medical ethics [BMC Med Ethics] 2026 May 22; Vol. 27 (1). Date of Electronic Publication: 2026 May 22. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101088680 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6939 (Electronic) Linking ISSN: 14726939 NLM ISO Abbreviation: BMC Med Ethics Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42174582 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Algorithmic bias in clinical resource allocation by a large language model: a cross-sectional in-silico evaluation of 13,608 decisions. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Gandhi+S%22">Gandhi S</searchLink>; Faculty of Medicine, Queen's University, Kingston, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Balas+M%22">Balas M</searchLink>; Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON, Canada. michael.balas@mail.utoronto.ca. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101088680%22">BMC medical ethics</searchLink> [BMC Med Ethics] 2026 May 22; Vol. 27 (1). <i>Date of Electronic Publication: </i>2026 May 22. – 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="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101088680 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1472-6939 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214726939%22">14726939 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Ethics <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42174582 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12910-026-01496-2 Languages: – Code: eng Text: English Titles: – TitleFull: Algorithmic bias in clinical resource allocation by a large language model: a cross-sectional in-silico evaluation of 13,608 decisions. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Gandhi S – PersonEntity: Name: NameFull: Balas M IsPartOfRelationships: – BibEntity: Dates: – D: 22 M: 05 Text: 2026 May 22 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1472-6939 Numbering: – Type: volume Value: 27 – Type: issue Value: 1 Titles: – TitleFull: BMC medical ethics Type: main |
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