Is the structure of psychopathology encoded in language? Comparing large language models and self-reports.

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Title: Is the structure of psychopathology encoded in language? Comparing large language models and self-reports.
Authors: Ringwald WR; Department of Psychology, University of Minnesota., Gabrielli JT; Department of Psychology, Stony Brook University., Eaton NR; Department of Psychology, Stony Brook University., Ruggero CJ; Department of Psychology, University of Texas at Dallas., Simms LJ; Department of Psychology, University at Buffalo., Kotov R; Department of Psychiatry, Stony Brook University.
Source: Journal of psychopathology and clinical science [J Psychopathol Clin Sci] 2026 Jun 29. Date of Electronic Publication: 2026 Jun 29.
Publication Type: Journal Article
Journal Info: Publisher: American Psychological Association Country of Publication: United States NLM ID: 9918351179206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2769-755X (Electronic) Linking ISSN: 27697541 NLM ISO Abbreviation: J Psychopathol Clin Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ringwald+WR%22">Ringwald WR</searchLink>; Department of Psychology, University of Minnesota.<br /><searchLink fieldCode="AU" term="%22Gabrielli+JT%22">Gabrielli JT</searchLink>; Department of Psychology, Stony Brook University.<br /><searchLink fieldCode="AU" term="%22Eaton+NR%22">Eaton NR</searchLink>; Department of Psychology, Stony Brook University.<br /><searchLink fieldCode="AU" term="%22Ruggero+CJ%22">Ruggero CJ</searchLink>; Department of Psychology, University of Texas at Dallas.<br /><searchLink fieldCode="AU" term="%22Simms+LJ%22">Simms LJ</searchLink>; Department of Psychology, University at Buffalo.<br /><searchLink fieldCode="AU" term="%22Kotov+R%22">Kotov R</searchLink>; Department of Psychiatry, Stony Brook University.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Psychological+Association%22">American Psychological Association </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9918351179206676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2769-755X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2227697541%22">27697541 </searchLink><i>NLM ISO Abbreviation: </i>J Psychopathol Clin Sci <i>Subsets: </i>MEDLINE
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        Value: 10.1037/abn0001153
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        Text: English
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      – TitleFull: Is the structure of psychopathology encoded in language? Comparing large language models and self-reports.
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              Text: 2026 Jun 29
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