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One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction

Via ArXiv cs.AI
Thursday, Apr 2, 2026 ยท 4:00AM
Summary

arXiv:2604.00085v1 Announce Type: new Abstract: Large language models applied to clinical prediction exhibit case-level heterogeneity: simple cases yield consistent outputs, while complex cases produce divergent predictions under minor prompt changes. Existing single-agent strategies sample from one

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