Confidence-Accuracy Alignment in Cardiology Knowledge: Comparing Medical-Specific and General-Purpose Large Language Models Using ACCSAP.
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| Title: | Confidence-Accuracy Alignment in Cardiology Knowledge: Comparing Medical-Specific and General-Purpose Large Language Models Using ACCSAP. |
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| Authors: | Zidan A; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. Electronic address: alizidan2003@gmail.com., El-Sururi M; Multi-Organ Transplant Program, University Health Network and University of Toronto, Toronto, Ontario, Canada., Belbase A; Cardiovascular Center at Tufts Medical Center, Tufts University, Boston, Massachusetts., Saleh Y; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada., Kalasipudi R; Faculty of Medicine, St. George's University, St. George's, Grenada., Al-Rawi R; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada., Malik A; Cardiovascular Center at Tufts Medical Center, Tufts University, Boston, Massachusetts., Gupta S; Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada., Perez MV; Department of Medicine, Stanford University School of Medicine, Stanford, California. Electronic address: mvperez@stanford.edu. |
| Source: | The American journal of cardiology [Am J Cardiol] 2026 Aug 01; Vol. 272, pp. 132-138. Date of Electronic Publication: 2026 May 07. |
| Publication Type: | Journal Article; Comparative Study |
| Journal Info: | Publisher: Excerpta Medica Country of Publication: United States NLM ID: 0207277 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1913 (Electronic) Linking ISSN: 00029149 NLM ISO Abbreviation: Am J Cardiol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42106063 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Confidence-Accuracy Alignment in Cardiology Knowledge: Comparing Medical-Specific and General-Purpose Large Language Models Using ACCSAP. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Zidan+A%22">Zidan A</searchLink>; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. Electronic address: alizidan2003@gmail.com.<br /><searchLink fieldCode="AU" term="%22El-Sururi+M%22">El-Sururi M</searchLink>; Multi-Organ Transplant Program, University Health Network and University of Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Belbase+A%22">Belbase A</searchLink>; Cardiovascular Center at Tufts Medical Center, Tufts University, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Saleh+Y%22">Saleh Y</searchLink>; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Kalasipudi+R%22">Kalasipudi R</searchLink>; Faculty of Medicine, St. George's University, St. George's, Grenada.<br /><searchLink fieldCode="AU" term="%22Al-Rawi+R%22">Al-Rawi R</searchLink>; Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Malik+A%22">Malik A</searchLink>; Cardiovascular Center at Tufts Medical Center, Tufts University, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Gupta+S%22">Gupta S</searchLink>; Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Perez+MV%22">Perez MV</searchLink>; Department of Medicine, Stanford University School of Medicine, Stanford, California. Electronic address: mvperez@stanford.edu. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220207277%22">The American journal of cardiology</searchLink> [Am J Cardiol] 2026 Aug 01; Vol. 272, pp. 132-138. <i>Date of Electronic Publication: </i>2026 May 07. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Comparative Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Excerpta+Medica%22">Excerpta Medica </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0207277 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-1913 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200029149%22">00029149 </searchLink><i>NLM ISO Abbreviation: </i>Am J Cardiol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42106063 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.amjcard.2026.04.065 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 132 Titles: – TitleFull: Confidence-Accuracy Alignment in Cardiology Knowledge: Comparing Medical-Specific and General-Purpose Large Language Models Using ACCSAP. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zidan A – PersonEntity: Name: NameFull: El-Sururi M – PersonEntity: Name: NameFull: Belbase A – PersonEntity: Name: NameFull: Saleh Y – PersonEntity: Name: NameFull: Kalasipudi R – PersonEntity: Name: NameFull: Al-Rawi R – PersonEntity: Name: NameFull: Malik A – PersonEntity: Name: NameFull: Gupta S – PersonEntity: Name: NameFull: Perez MV IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 08 Text: 2026 Aug 01 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1879-1913 Numbering: – Type: volume Value: 272 Titles: – TitleFull: The American journal of cardiology Type: main |
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