RAG-based retrieval of 4,000 words matched whole-note LLM classification on post-operative complication AUROC at a fraction of the token cost, but equivalence is claimed from non-significant p-values rather than a proper non-inferiority test.
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Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP
RAG-based retrieval of 4,000 words matched whole-note LLM classification on post-operative complication AUROC at a fraction of the token cost, but equivalence is claimed from non-significant p-values rather than a proper non-inferiority test.