聊天机器人对患者问题的答案的质量和可读性:一个系统的横截面元合成
Peter Whittaker1, Mengyan Sun2,3
1Green Templeton College, Oxford, UK.
Health informatics journal
|October 17, 2025
概括
医疗聊天机器人提供可变的质量和可读性. 快速工程可以改善聊天机器人的响应,提高寻求健康信息的患者的质量和可访问性.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
背景情况:
- 患者使用聊天机器人获取医疗信息的数量正在上升.
- 人工智能产生的健康建议的质量和可读性存在担忧.
研究的目的:
- 综合有关聊天机器人医疗响应质量和可读性的发现.
- 评估快速工程对人工智能生成的健康信息的影响.
主要方法:
- 42项评估聊天机器人反应的研究的横截面元综合.
- 使用DISCERN仪器进行质量评估和可读性指标.
- 分析了期刊排名 (期刊引用指标) 对研究结果的影响.
主要成果:
- 86项测试显示,随着质量的提高,响应可读性下降.
- 49个测试给出了"好"或更高质量的答案,10个得分低于大学水平的可读性.
- 在提示符中指定六年级阅读水平显著改善了可读性.
结论:
- 当前聊天机器人响应的可变质量和可读性差,限制了它们的实用性.
- 战略提示工程提供了一种可行的方法来提高质量和可读性.
- 对快速工程的进一步研究是有必要的,以优化AI在患者信息传递.
相关概念视频
Patient-centered Care
2.9K
Patient-centered care involves delivering care beyond inpatient hospitalization. Reflective practice can enhance a patient-centered approach. Reflective practice is a process of reasoning that considers all aspects of the present situation, including practicalities, learning from personal practice, and consideration of patient needs. Patients appreciate care decisions made while considering their input. Involving the patient in their care provides the patient with a sense of contribution rather...
2.9K
Factors Affecting Drug Response: Overview
3.0K
When it comes to infants and young children, they are typically administered smaller doses of medication in comparison to adults. This is primarily because their organ functions still need to fully develop, meaning their bodies are not as efficient at metabolizing or eliminating drugs. Additionally, their blood-brain barrier is more permeable than in adults. As a result, high concentrations of drugs can easily penetrate the central nervous system (CNS), potentially leading to neurological...
3.0K
Current Trends in Nursing II
3.3K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
3.3K
Bioavailability Study Design: Healthy Subjects Versus Patients
143
Bioavailability studies are essential for evaluating a drug's therapeutic efficacy and understanding its absorption patterns under various physiological conditions. Conducting such studies on target patient populations provides more relevant data by simulating real-world disease states. However, practical challenges often necessitate the use of young, healthy adult volunteers as study subjects.Patients may exhibit altered drug absorption patterns due to the effects of the disease itself,...
143
Methods of Documentation VI: Case Management Model
854
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
854
Blind Procedures
12.8K
Ideally, the people who observe and record the children’s behavior are unaware of who was assigned to the experimental or control group, in order to control for experimenter bias. Experimenter bias refers to the possibility that a researcher’s expectations might skew the results of the study. Remember, conducting an experiment requires a lot of planning, and the people involved in the research project have a vested interest in supporting their hypotheses. If the observers knew which...
12.8K


