骨科患者教育材料的可读性:一种人工智能应用程序
Miles LaNicca1,2, Ellis Wright3, Ellen Lutnick2
1Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.
Journal of clinical orthopaedics and trauma
|April 14, 2025
概括
人工智能 (AI) 有效地将骨科患者教育材料重写到六年级的阅读水平,保持准确性. GPT-4o-Mini为此任务提供了有效性,成本和信息完整性的最佳平衡.
科学领域:
- 医学教育 医学教育
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
背景情况:
- 骨科创伤患者的教育材料往往超过适当的阅读水平.
- 提高可读性对于患者理解和坚持治疗至关重要.
研究的目的:
- 评估人工智能 (AI) 在简化骨科创伤患者教育材料方面的有效性.
- 评估AI降低阅读水平到适合患者的标准 (6年级) 的能力,同时保持准确性.
主要方法:
- 来自1级创伤中心的35篇骨科患者教育文章被分析了阅读水平.
- 文章重写使用四次代的生成预训练变压器 (GPT) 人工智能模型与特定提示.
- 对多个AI模型进行了可读性,准确性,成本和令牌降低的评估.
主要成果:
- 所有GPT人工智能模型都成功降低了文章的平均阅读等级水平.
- GPT-4o和GPT-4o-Mini表现出最高的有效性和一致性.
- GPT-4o-Mini提供了有效性,成本 (35篇文章的0.61美元) 和信息准确性的最佳平衡.
结论:
- 人工智能是一种可行的工具,可以提高骨科创伤患者教育材料的可读性.
- 考虑到性能和成本,GPT-4o-Mini被推为该应用程序中最有效的AI模型.
相关概念视频
Health Literacy
3.9K
Health literacy is an individual's or a community's capacity to comprehend, receive, read, and use relevant healthcare information and services. The World Health Organization (WHO, 2018) defines health literacy as the cognitive and social skills that determine the ability of individuals to gain access to, understand, and use information in ways that promote and maintain good health. As a result, the WHO helps individuals manage long-term health concerns, participate in preventative...
3.9K
Issues And Trends In Healthcare Delivery System
5.5K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.5K
Patient-centered Care
1.9K
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...
1.9K
Non-equilibrium in the Cell
4.1K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.1K
Health Information Technology and Healthcare Information System
756
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
756
Documentation in Long-Term and Home Healthcare Setting
826
Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
Long-Term Care Facilities
Long-Term Care Facilities
826


