人工智能聊天机器人在输血医学:一个横截面研究
Prateek Srivastava1, Ashish Tewari1, Arwa Z Al-Riyami2,3
1Department of Transfusion Medicine, Medanta, Lucknow, India.
Vox sanguinis
|March 6, 2025
概括
人工智能 (AI) 聊天机器人对于输血医学 (TM) 信息尚未可靠. 虽然有些表现有希望,但在使用人工智能用于TM指导之前,专家验证至关重要.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 输血医学 输血医学
背景情况:
- 人工智能聊天机器人的扩散需要对专门的医疗领域进行评估.
- 输血医学 (TM) 需要在信息传播方面保持高度准确性,完整性和安全性.
- 在将人工智能纳入TM临床决策之前,专家评估至关重要.
研究的目的:
- 评估领先的人工智能聊天机器人在提供输血医学 (TM) 相关信息方面的表现.
- 评估AI聊天机器人的准确性,正确性,完整性和安全性.
- 为了确定AI聊天机器人响应在30天内的一致性和演变.
主要方法:
- 六个人工智能聊天机器人在30天间隔的两个时间点测试了TM特定提示.
- 四名输血医学专家对患者的反应进行了评估.
- 评估了评估者之间的可靠性,并分析了随时间变化的反应.
主要成果:
- 所有测试的AI聊天机器人显示出不一致性和不同程度的响应演变.
- 没有一个聊天机器人在所有提示中始终提供准确,完整或安全的答案.
- 聊天GPT 4-o和Anthropic Claude 3.5 索内特表现出更高的准确性和一致性.
结论:
- 目前,没有AI聊天机器人可以完全依赖于输血医学 (TM) 信息,没有专家监督.
- 聊天GPT 4-o和Anthropic Claude 3.5 Sonnet展示了未来TM应用的潜力.
- 人工智能聊天机器人由于其可变性和发展性质,需要持续的专家验证.
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