7个人工智能聊天机器人的表现在板式内牙科问题上
Poorya Jalali1, Hossein Mohammad-Rahimi2, Feng-Ming Wang1
1Department of Endodontics, Texas A&M College of Dentistry, Dallas, Texas.
Journal of endodontics
|June 28, 2025
概括
人工智能聊天机器人在回答内牙科董事会式问题方面表现不同. 双子 Advanced 和 GPT-3.5 显示了更高的准确性,突出了它们作为内牙教育工具的潜力.
科学领域:
- 牙周内科医院 牙周内科医院 牙周内科医院
- 人工智能的人工智能
- 医学教育 医学教育
背景情况:
- 人工智能 (AI) 在各种专业领域的日益集成,需要对其在专业领域的能力进行评估.
- 评估AI在回答复杂,板式问题的表现对于理解其在职业教育中的实用性至关重要.
研究的目的:
- 评估七个人工智能聊天机器人在回答板式内牙科问题的表现.
- 为了比较不同的人工智能模型对内牙知识的准确性和推理质量.
主要方法:
- 使用了100个多选项内牙科问题,反映了美国内牙科委员会的考试.
- 七个人工智能聊天机器人 (双子高级,双子,微软副驾驶,GPT-3.5,GPT-4o,GPT-4.0,克劳德3.5索内特) 进行了三次测试.
- 准确性是由所有三次尝试的正确答案决定的;推理质量在0-2级别上得分.
主要成果:
- 准确度分数从48% (微软Copilot) 到71% (Gemini高级,GPT-3.5,克劳德3.5索内特) 不等.
- 双子座高级,双子座和微软Copilot在所有问题源 (教科书/文献) 中表现一致.
- GPT-3.5,GPT-4o,GPT-4.0和克劳德3.5索内特在基于教科书的问题上表现出色;双子座高级显示出优越的推理质量.
结论:
- 人工智能聊天机器人表现出不同的能力和局限性作为内牙科的教育资源.
- 双子座高级在准确性和推理上表现出强的表现,表明其作为一种有价值的学习工具的潜力.
- 需要进一步的研究来完善专业牙科教育的AI工具.
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