Performance of Zero-Shot Classifiers for Categorizing RCT Abstracts by Intervention Type: Validation Study.
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| Title: | Performance of Zero-Shot Classifiers for Categorizing RCT Abstracts by Intervention Type: Validation Study. |
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| Authors: | Buitrago-Garcia D; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78., Courvoisier DS; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78., Capderou S; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78., Iudici M; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78., Mongin D; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78.; Surgery Department, Geneva University Hospitals and University of Geneva, Geneva, Geneva, Switzerland. |
| Source: | JMIR medical informatics [JMIR Med Inform] 2026 Jun 18; Vol. 14, pp. e77943. Date of Electronic Publication: 2026 Jun 18. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42314146 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Performance of Zero-Shot Classifiers for Categorizing RCT Abstracts by Intervention Type: Validation Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Buitrago-Garcia+D%22">Buitrago-Garcia D</searchLink>; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78.<br /><searchLink fieldCode="AU" term="%22Courvoisier+DS%22">Courvoisier DS</searchLink>; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78.<br /><searchLink fieldCode="AU" term="%22Capderou+S%22">Capderou S</searchLink>; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78.<br /><searchLink fieldCode="AU" term="%22Iudici+M%22">Iudici M</searchLink>; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78.<br /><searchLink fieldCode="AU" term="%22Mongin+D%22">Mongin D</searchLink>; Division of Rheumatology, Geneva University Hospitals and University of Geneva, Rue Alcide-Jentzer 22, Genève, 1205, Switzerland, 41 022 372 36 78.; Surgery Department, Geneva University Hospitals and University of Geneva, Geneva, Geneva, Switzerland. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101645109%22">JMIR medical informatics</searchLink> [JMIR Med Inform] 2026 Jun 18; Vol. 14, pp. e77943. <i>Date of Electronic Publication: </i>2026 Jun 18. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Validation Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101645109 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2291-9694 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222919694%22">22919694 </searchLink><i>NLM ISO Abbreviation: </i>JMIR Med Inform <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42314146 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/77943 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e77943 Titles: – TitleFull: Performance of Zero-Shot Classifiers for Categorizing RCT Abstracts by Intervention Type: Validation Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Buitrago-Garcia D – PersonEntity: Name: NameFull: Courvoisier DS – PersonEntity: Name: NameFull: Capderou S – PersonEntity: Name: NameFull: Iudici M – PersonEntity: Name: NameFull: Mongin D IsPartOfRelationships: – BibEntity: Dates: – D: 18 M: 06 Text: 2026 Jun 18 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2291-9694 Numbering: – Type: volume Value: 14 Titles: – TitleFull: JMIR medical informatics Type: main |
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