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arXiv cs.CLPaper

A Structured Debate-Mixture-of-Agents Framework for Complex Clinical Diagnostic Decision Support

This is a working proof that LLM diagnostic performance scales with workflow structure, not just model size. The gains come from the framework itself, not from running more inference. If you're building clinical AI, this signals that agent patterns matter more than waiting for a bigger model. The architecture is reproducible and the benchmarks are real clinical datasets.