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

arXiv:2604.00085v1 Announce Type: new Abstract: Large language models applied to clinical prediction exhibit caselevel heterogeneity: simple cases yield consistent outputs, while complex cases produce divergent predictions under minor prompt changes.