Benchmarking publicly accessible large language models for high-myopia multiple-choice question generation in digital ophthalmic education and public health training.
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| Title: | Benchmarking publicly accessible large language models for high-myopia multiple-choice question generation in digital ophthalmic education and public health training. |
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| Authors: | Jiang L; Department of Ophthalmology, Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, Zhejiang, China., Jiang X; Quzhou College of Technology, Quzhou, Zhejiang, China., Wu W; The Eye Hospital, School of Ophthalmology & Optometry, Wenzhou Medical University, Wenzhou, China.; Oujiang Laboratory (Zhejiang Lab for Regenerative Medicine Vision and Brain Health), Wenzhou, Zhejiang, China.; Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, China., Jiang F; Department of Ophthalmology, Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, Zhejiang, China. |
| Source: | Frontiers in public health [Front Public Health] 2026 May 05; Vol. 14, pp. 1843045. Date of Electronic Publication: 2026 May 05 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42163930 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Benchmarking publicly accessible large language models for high-myopia multiple-choice question generation in digital ophthalmic education and public health training. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Jiang+L%22">Jiang L</searchLink>; Department of Ophthalmology, Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, Zhejiang, China.<br /><searchLink fieldCode="AU" term="%22Jiang+X%22">Jiang X</searchLink>; Quzhou College of Technology, Quzhou, Zhejiang, China.<br /><searchLink fieldCode="AU" term="%22Wu+W%22">Wu W</searchLink>; The Eye Hospital, School of Ophthalmology & Optometry, Wenzhou Medical University, Wenzhou, China.; Oujiang Laboratory (Zhejiang Lab for Regenerative Medicine Vision and Brain Health), Wenzhou, Zhejiang, China.; Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, China.<br /><searchLink fieldCode="AU" term="%22Jiang+F%22">Jiang F</searchLink>; Department of Ophthalmology, Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, Zhejiang, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101616579%22">Frontiers in public health</searchLink> [Front Public Health] 2026 May 05; Vol. 14, pp. 1843045. <i>Date of Electronic Publication: </i>2026 May 05 (<i>Print Publication: </i>2026). – 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="%22Frontiers+Editorial+Office%22">Frontiers Editorial Office </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101616579 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2296-2565 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222962565%22">22962565 </searchLink><i>NLM ISO Abbreviation: </i>Front Public Health <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42163930 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3389/fpubh.2026.1843045 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1843045 Titles: – TitleFull: Benchmarking publicly accessible large language models for high-myopia multiple-choice question generation in digital ophthalmic education and public health training. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Jiang L – PersonEntity: Name: NameFull: Jiang X – PersonEntity: Name: NameFull: Wu W – PersonEntity: Name: NameFull: Jiang F IsPartOfRelationships: – BibEntity: Dates: – D: 05 M: 05 Text: 2026 May 05 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2296-2565 Numbering: – Type: volume Value: 14 Titles: – TitleFull: Frontiers in public health Type: main |
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