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评估人工智能驱动的聊天机器人的有效性,以解决有关膜炎的查询
Muhammad Saad1, Muhammad A Moqeet2, Hassan Mansoor2
1Ophthalmology, Al-Shifa Trust Eye Hospital, Rawalpindi, PAK.
Cureus
|March 31, 2025
概括
谷歌双子座高级准确地回答有关春季膜炎 (VKC) 的问题,这是一种过敏性眼睛疾病. 虽然对患者教育非常可靠,但对于复杂的病例仍然需要专家审查.
科学领域:
- 眼科医生 眼科 眼科
- 人工智能在医学中的应用
- 医疗信息学 医疗信息学
背景情况:
- 垂直角膜结膜炎 (VKC) 是一种反复出现的过敏性眼睛疾病,需要有效的患者教育来管理.
- 人工智能聊天机器人正在成为传播医疗信息的工具.
- 这项研究评估了Google Gemini Advanced对VKC查询的准确性和可靠性.
研究的目的:
- 为了评估谷歌双子座先进的VKC相关信息的准确性和临床适用性.
- 通过专家评估来评估人工智能生成的响应的可靠性.
主要方法:
- 两个角膜专家评价了从谷歌双子座高级到25个VKC问题的125个答案.
- 评级评估了准确性,完整性和潜在的危害在一个5分利克特级别.
- 测量者之间的可靠性是使用Cronbach的alpha来确定的.
主要成果:
- 观察到高的评分间可靠性 (克朗巴赫的α=0.92).
- 86.4%的答案被评为非常准确 (得分5);13.6%的答案有轻微的不一致 (得分4) 没有伤害.
- 没有发现不准确或有害的反应;平均得分为4.88±0.31.
结论:
- 谷歌双子高级显示高准确性和可靠性VKC患者教育.
- 人工智能聊天机器人可以在眼科中成为有价值的工具,但对于复杂的病例需要专家监督.
- 进一步的研究应侧重于增强人工智能细微差别和安全的临床整合.
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