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Author

Maria Marecka

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Review Open access Sep 2026

Demographics, Clinical Content, Use Patterns, and Care-Seeking Intent Across Two Generations of AI-Enabled Clinical Triage Tools (A Traditional Structured Questionnaire and a Large Language Model-Enabled Conversational Interface): Comparative Retrospective Observational Study.

BACKGROUND Virtual clinical triage is central to digital front door strategies, yet how interaction mode-structured, closed-ended AI questionnaires vs large language model (LLM)-enabled conversational dialogue-affects information capture, engagement, and alignment with care recommendations is unclear. OBJECTIVE This...

Maria Marecka, Anna Nowicka, Aleksandra Suwińska et al. · 0 citations

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