聊天GPT的响应一致性:医学检查问题重复查询的研究
Paul F Funk1, Cosima C Hoch2, Samuel Knoedler3
1Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Jena, Friedrich Schiller University Jena, Am Klinikum 1, 07747 Jena, Germany.
概括
与ChatGPT 3.5.5相比,ChatGPT 4在回答医疗问题方面显示出明显更高的准确性和一致性. 这突显了先进的人工智能在医学教育和决策支持方面的潜力.
科学领域:
- 医疗教育 医学教育
- 人工智能在医学中的应用
- 临床决策支持 临床决策支持
背景情况:
- 像ChatGPT这样的人工智能 (AI) 工具越来越多地用于医学教育和研究.
- 确保人工智能生成信息的可靠性在医疗领域至关重要.
研究的目的:
- 评估ChatGPT 3.5和ChatGPT 4在回答医学检查问题时的准确性和一致性.
- 为了比较不同版本的ChatGPT在医疗应用中的性能.
主要方法:
- 450个医学检查问题被输入到ChatGPT 3.5和ChatGPT 4中,每一个输入三次.
- 收集回复并进行统计分析,以确保准确性和一致性.
主要成果:
- 聊天GPT 4实现了85.7%的准确性,显著超过了聊天GPT 3.5的57.7% (p < 0.001).
- 聊天GPT 4显示出更高的一致性,在各轮测试中正确答案为77.8%,而聊天GPT 3.5则为44.9% (p < 0.001).
结论:
- 聊天GPT 4为医学教育和潜在的临床决策提供了更高的准确性和可靠性.
- 人类医疗保健仍然是必不可少的,持续评估对于将AI整合到医学中至关重要.
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