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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

K. Kathuria

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Review Open access Oct 2026

Version-aware question answering over living oncology guidelines

Living clinical guidelines revise recommendations as evidence emerges, so an AI answer can be faithful to a real guideline and still be out of date. Here we examine this failure using ASCOBench, 288 unique questions in 96 three-turn conversations grounded in versioned American Society of Clinical Oncology (ASCO) breast...

Tampu Ravi Kumar, Anirudh Iyengar Kaniyar Narayana Iyengar, Muhammad Ali Khan et al. · 0 citations
#natural language process... Preprint Sep 2026

SentryLine: Evidence-Grounded Question Answering over Evolving Documents in Oncology Care

SENTRYLINE is presented, a living guideline-aware clinical question answering system that retrieves guideline passages through a vectorless hierarchical RAG pipeline and returns a role-specific answer with inline citations, factual and temporal verification reports, and drift detection notes that surface when a guideli...

Tampu Ravi Kumar, Gaurav Najpande, Muhammad Ali Khan et al. · 1 citation · ⚡1

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