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University of Delaware
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F1 scores can be misleading, as 13 out of 15 LLMs fail to discriminate errors better than chance in clinical documentation despite appearing competent.
Clinical text summarization gets a boost in factual accuracy with AgenticSum, an agentic framework that selectively revises weakly supported spans identified via internal attention grounding.