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Aggregate Analysis of ClinicalTrials.gov

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04:00

2026-07-14

arxiv.org

large-language-models

Faithful by Design: Evaluating and Improving LLM-Generated Clinical Trial Summaries for Multi-Stakeholder Audiences

Researchers introduced a benchmark to evaluate faithfulness of LLM-generated clinical trial summaries for healthcare providers, patients, and payers, finding that GPT-4o, Claude Sonnet 4.6, and Gemini…

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