LLMs Underperform on Classifying Anxiety and Depression Using Therapy Conversations: A First-Step Benchmark.
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| Title: | LLMs Underperform on Classifying Anxiety and Depression Using Therapy Conversations: A First-Step Benchmark. |
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| Authors: | Sun, Junwei1, Ma, Siqi1,2, Fan, Yiran1, Washington, Peter2, peter.washington@ucsf.edu |
| Source: | Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 7, p3388, 13p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 192959731 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: LLMs Underperform on Classifying Anxiety and Depression Using Therapy Conversations: A First-Step Benchmark. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Sun%2C+Junwei%22">Sun, Junwei</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Ma%2C+Siqi%22">Ma, Siqi</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Fan%2C+Yiran%22">Fan, Yiran</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Washington%2C+Peter%22">Washington, Peter</searchLink><relatesTo>2</relatesTo>, <i>peter.washington@ucsf.edu</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Apr2026, Vol. 16 Issue 7, p3388, 13p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192959731 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/app16073388 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 13 StartPage: 3388 Titles: – TitleFull: LLMs Underperform on Classifying Anxiety and Depression Using Therapy Conversations: A First-Step Benchmark. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sun, Junwei – PersonEntity: Name: NameFull: Ma, Siqi – PersonEntity: Name: NameFull: Fan, Yiran – PersonEntity: Name: NameFull: Washington, Peter IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: Apr2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20763417 Numbering: – Type: volume Value: 16 – Type: issue Value: 7 Titles: – TitleFull: Applied Sciences (2076-3417) Type: main |
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