Enhanced Gynecologic Oncology Decision Support: Impact of Guideline-Anchored Retrieval-Augmented Generation Versus Baseline and Literature-Based AI Models
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Enhanced Gynecologic Oncology Decision Support: Impact of Guideline-Anchored Retrieval-Augmented Generation Versus Baseline and Literature-Based AI Models

A study benchmarking large language models in gynecologic oncology demonstrates that guideline-anchored retrieval-augmented generation (RAG) configurations outperform baseline and literature-only AI systems in clinical decision support, highlighting the critical role of direct guideline integration.