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Bartosz Gonczarek

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#artificial intelligence Preprint Oct 2026

ALLMTS: Automated LLM-based Medical Triage System

Telephone triage is a safety critical task: from a brief intake note, a nurse must decide whether a caller needs an ambulance, an emergency department, an appointment, or self care at home. Queried directly, large language models (LLMs) are unreliable: they over-escalate routine cases and cannot justify their recommend...

M. Janiszewski, Artur Stopa, Lukasz Lenkiewicz et al. · 0 citations

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