Clinical Plausibility in Large Language Model Robustness Testing for Medicine: A Scoping Review.
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| Title: | Clinical Plausibility in Large Language Model Robustness Testing for Medicine: A Scoping Review. |
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| Authors: | Chang Y; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan., Hsieh MH; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan., Ju PC; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan., Liu YC; Post Baccalaureate Medicine, National Chung Hsing University, Taichung, Taiwan.; Department of Psychiatry, Changhua Christian Hospital, No.135, Nanhsiao Street, Changhua, 500, Taiwan.; Department of Psychiatry, Changhua Christian Children's Hospital, Changhua, Taiwan.; Department of Health Business Administration, Hungkuang University, Taichung City, Taiwan., Chang CC; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan. changmichael@hotmail.com.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan. changmichael@hotmail.com. |
| Source: | Journal of medical systems [J Med Syst] 2026 May 11; Vol. 50 (1). Date of Electronic Publication: 2026 May 11. |
| Publication Type: | Journal Article; Scoping Review; Review |
| Journal Info: | Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 7806056 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-689X (Electronic) Linking ISSN: 01485598 NLM ISO Abbreviation: J Med Syst Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42113381 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Clinical Plausibility in Large Language Model Robustness Testing for Medicine: A Scoping Review. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Chang+Y%22">Chang Y</searchLink>; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsieh+MH%22">Hsieh MH</searchLink>; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan.<br /><searchLink fieldCode="AU" term="%22Ju+PC%22">Ju PC</searchLink>; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liu+YC%22">Liu YC</searchLink>; Post Baccalaureate Medicine, National Chung Hsing University, Taichung, Taiwan.; Department of Psychiatry, Changhua Christian Hospital, No.135, Nanhsiao Street, Changhua, 500, Taiwan.; Department of Psychiatry, Changhua Christian Children's Hospital, Changhua, Taiwan.; Department of Health Business Administration, Hungkuang University, Taichung City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+CC%22">Chang CC</searchLink>; Department of Psychiatry, Chung Shan Medical University Hospital, Taichung, 40106, Taiwan. changmichael@hotmail.com.; School of Medicine, Chung Shan Medical University, No. 110, Jianguo N. Rd., Sec. 1, Taichung City, 40106, Taiwan. changmichael@hotmail.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%227806056%22">Journal of medical systems</searchLink> [J Med Syst] 2026 May 11; Vol. 50 (1). <i>Date of Electronic Publication: </i>2026 May 11. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Scoping Review; Review – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Kluwer+Academic%2FPlenum+Publishers%22">Kluwer Academic/Plenum Publishers </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>7806056 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1573-689X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201485598%22">01485598 </searchLink><i>NLM ISO Abbreviation: </i>J Med Syst <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42113381 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10916-026-02405-1 Languages: – Code: eng Text: English Titles: – TitleFull: Clinical Plausibility in Large Language Model Robustness Testing for Medicine: A Scoping Review. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chang Y – PersonEntity: Name: NameFull: Hsieh MH – PersonEntity: Name: NameFull: Ju PC – PersonEntity: Name: NameFull: Liu YC – PersonEntity: Name: NameFull: Chang CC IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 05 Text: 2026 May 11 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1573-689X Numbering: – Type: volume Value: 50 – Type: issue Value: 1 Titles: – TitleFull: Journal of medical systems Type: main |
| ResultId | 1 |
