Comparing traditional natural language processing and large language models for mental health status classification: a multi-model evaluation.
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| Title: | Comparing traditional natural language processing and large language models for mental health status classification: a multi-model evaluation. |
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| Authors: | Kallstenius, Thomas1 (AUTHOR), Capusan, Andrea Johansson2 (AUTHOR), Andersson, Gerhard3,4 (AUTHOR), Williamson, Adam2,5 (AUTHOR) adam.williamson@liu.se |
| Source: | Scientific Reports. 7/6/2025, Vol. 15 Issue 1, p1-13. 13p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 186465696 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=186465696 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-08031-0 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 13 StartPage: 1 Titles: – TitleFull: Comparing traditional natural language processing and large language models for mental health status classification: a multi-model evaluation. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Kallstenius, Thomas – PersonEntity: Name: NameFull: Capusan, Andrea Johansson – PersonEntity: Name: NameFull: Andersson, Gerhard – PersonEntity: Name: NameFull: Williamson, Adam IsPartOfRelationships: – BibEntity: Dates: – D: 06 M: 07 Text: 7/6/2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 15 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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