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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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> **Evaluation disclaimer (retrieval recipes)**
> These recipes show how to probe and score retrieval quality under specific assumptions.
> The resulting numbers are scenario bound heuristics and should not be presented as general proof of system quality.
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A practical kit to score retrieval quality with small but reliable datasets. Use these recipes to detect metric mismatch, ordering variance, hybrid regressions, and chunk misalignment before they leak into answers.