RESEARCHarXiv CS.AI·5/6/2026
ADAPTS: Agentic Decomposition for Automated Protocol-agnostic Tracking of Symptoms
ADAPTS is a framework using a mixture-of-agents LLM architecture for automated rating of depression and anxiety severity from clinical interactions. It decomposes interviews into symptom-specific reasoning tasks, producing auditable justifications and showing improved accuracy over human ratings in high-discrepancy interviews.
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