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Miguel Mochizuki Silva

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#artificial intelligence Preprint Oct 2026

How Ground Truth Shapes Retrieval Scores: Evidence-Aware Evaluation of a Retrieval-Augmented Generation System for Breast Lesions

Purpose: To describe an evidence-aware retrieval evaluation protocol for a clinical retrieval-augmented generation (RAG) system over breast lesion management literature, addressing the dependence of retrieval scores on annotation coverage. Methods: An 18-document corpus and an 18-query development benchmark, with one Y...

Miguel Mochizuki Silva, Samuel Ismael, Mateus C. Dias et al. · 0 citations

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