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Updated: Jan 15, 2026

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用于自动化临床试验标准的大型语言模型 转换为观察性医学结果 合作伙伴关系 常见数据模型查询:验证和评估 研究研究

Kye Hwa Lee1, Sujung Jang2, Grace Juyun Kim3

  • 1Department of Information Medicine, Department of Digital Medicine, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea, 82 10-3010-5991, 82 2-3010-2531.

JMIR medical informatics
|October 16, 2025
PubMed
概括

自动化临床试验资格标准转换到SQL查询是具有挑战性的. 像Lama3:8b这样的较小模型表现出更高的潜力,在较低幻觉率的较大模型中表现出更高的潜力,尽管验证仍然至关重要.

关键词:
在 OMOP CDM 中,OMOP CDM 是一个 CDM 系统.观察性医学结果伙伴关系 共同数据模型生成SQL的SQL生成临床试验是指临床试验中的临床试验.资格标准 资格标准可行性评估的可行性评估.幻觉 幻觉是一种幻觉.大型语言模型.自然语言处理自然语言处理.

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