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Updated: Jun 13, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

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专有大型语言模型在标记产科事件报告中的准确性

Jeanene Johnson, Conner Brown, Grace Lee

    Joint Commission journal on quality and patient safety
    |September 10, 2024
    PubMed
    概括

    大型语言模型 (LLM) 可以有效地标记产科事故报告,提高患者安全. 这项研究表明,LLM为分析定性安全数据和识别危害预防机会提供了有希望的工具.

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    Mechanistic models are utilized in individual analysis using single-source data, but imperfections arise due to data collection errors, preventing perfect prediction of observed data. The mathematical equation involves known values (Xi), observed concentrations (Ci), measurement errors (εi), model parameters (ϕj), and the related function (ƒi) for i number of values. Different least-squares metrics quantify differences between predicted and observed values. The ordinary least...
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