Assessing the Need for Mental Health Support From Free-Text Responses: Development and Validation of Language-Based Assessments in Adults With Internalizing Symptoms.

Clara Wiebel; Veerle C Eijsbroek; Vasudha Varadarajan; Katarina Kjell; H Andrew Schwartz; Oscar Kjell

doi:10.2196/105460

SCHEDA SCIENTIFICA2026Altra ricerca

Assessing the Need for Mental Health Support From Free-Text Responses: Development and Validation of Language-Based Assessments in Adults With Internalizing Symptoms.

Clara Wiebel, Veerle C Eijsbroek, Vasudha Varadarajan, Katarina Kjell, H Andrew Schwartz, Oscar Kjell

JMIR mental health · 2026

Psicologia clinica Psicoterapia Psicopatologia Psicologia della salute Psicodiagnostica

Abstract e pubblicazione originale

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Parole chiave

HumansAdultNatural Language ProcessingFemaleMaleDepressionAnxietyMiddle AgedLarge Language ModelsMachine LearningReproducibility of ResultsYoung AdultAIbest-estimate assessmentslanguage-based assessmentslarge language modelsmachine learningmental health supportnatural language processing

Come citare questo studio

Clara Wiebel, Veerle C Eijsbroek, Vasudha Varadarajan, Katarina Kjell, H Andrew Schwartz, Oscar Kjell. (2026). Assessing the Need for Mental Health Support From Free-Text Responses: Development and Validation of Language-Based Assessments in Adults With Internalizing Symptoms.. JMIR mental health. DOI: 10.2196/105460

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