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利用ChatGPT加强儿科医疗系统:一项系统综述

Leveraging ChatGPT to strengthen pediatric healthcare systems: a systematic review.

作者信息

Douma Hugo, McNamara Courtney, Bakola Maria, Stuckler David

机构信息

University of Texas, Austin, TX, USA.

Newcastle University, England, UK.

出版信息

Eur J Pediatr. 2025 Jul 12;184(8):478. doi: 10.1007/s00431-025-06320-4.


DOI:10.1007/s00431-025-06320-4
PMID:40650728
Abstract

UNLABELLED: This systematic review is the first to investigate ChatGPT's applications in pediatric healthcare systems by assessing its accuracy and readability, with a focus on its impact across key areas such as clinical decision-making, clinical documentation, patient education, and training. The primary question guiding this review is: How does ChatGPT impact pediatric healthcare systems, for example, in terms of improving patient education, enhancing providers' efficiency, and assisting with clinical decision-making? A systematic review was conducted using PubMed, EMBASE, and Web of Science (February 16, 2025). Inclusion criteria encompassed peer-reviewed studies evaluating ChatGPT in pediatric healthcare (ages 0-18 and guardians). Of 475 screened articles, 58 met eligibility criteria. Two independent reviewers extracted data on study characteristics, intervention types, outcomes, and results. ChatGPT's primary applications were patient education (n = 38), clinical decision-making (n = 12), and clinical documentation (n = 5). Accuracy was highest in patient education, where it generated educational materials and answered FAQs, though readability was often at a high school level, necessitating adaptation. Clinical documentation benefits included improved efficiency in drafting notes and discharge instructions. However, clinical decision-making and training (n = 3) showed mixed accuracy, particularly in management recommendations and patient care plans. CONCLUSION: ChatGPT demonstrates potential in enhancing physician efficiency and tailoring patient education in pediatric healthcare. However, most studies relied on observational designs, with only one quasi-experimental study. Further experimental research is required to evaluate AI's impact on pediatric care system effectiveness and patient outcomes. WHAT IS KNOWN: • AI has been increasingly integrated into pediatric healthcare, particularly in imaging, diagnostics, and decision support. • Prior studies have explored LLMs like ChatGPT in medical education and training. WHAT IS NEW: • This is the first systematic review assessing ChatGPT's broader applications in pediatric healthcare, including decision-making, patient education, clinical documentation, and training. • ChatGPT shows high accuracy in patient education and documentation but variable performance in decision-making and training, emphasizing the need for medical supervision.

摘要

未标注:本系统评价首次通过评估ChatGPT的准确性和可读性来研究其在儿科医疗系统中的应用,重点关注其在临床决策、临床文档记录、患者教育和培训等关键领域的影响。指导本评价的主要问题是:ChatGPT如何影响儿科医疗系统,例如在改善患者教育、提高医疗服务提供者的效率以及协助临床决策方面?使用PubMed、EMBASE和科学网(2025年2月16日)进行了系统评价。纳入标准包括评估ChatGPT在儿科医疗(0至18岁及监护人)中的同行评审研究。在475篇筛选文章中,58篇符合纳入标准。两名独立评审员提取了关于研究特征、干预类型、结局和结果的数据。ChatGPT的主要应用领域是患者教育(n = 38)、临床决策(n = 12)和临床文档记录(n = 5)。在患者教育方面准确性最高,它生成教育材料并回答常见问题,不过可读性通常处于高中水平,需要进行调整。临床文档记录的益处包括提高起草病历和出院指导的效率。然而,临床决策和培训(n = 3)的准确性参差不齐,尤其是在管理建议和患者护理计划方面。 结论:ChatGPT在提高儿科医疗中医生的效率和定制患者教育方面显示出潜力。然而,大多数研究依赖观察性设计,只有一项准实验研究。需要进一步的实验研究来评估人工智能对儿科护理系统有效性和患者结局的影响。 已知信息:• 人工智能已越来越多地融入儿科医疗,特别是在影像、诊断和决策支持方面。• 先前的研究已在医学教育和培训中探索了像ChatGPT这样的大型语言模型。 新信息:• 这是首次系统评价评估ChatGPT在儿科医疗中的更广泛应用,包括决策、患者教育、临床文档记录和培训。• ChatGPT在患者教育和文档记录方面显示出高准确性,但在决策和培训方面表现不一,强调了医疗监督的必要性。

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[3]
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[4]
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[6]
Evaluation of the quality and readability of ChatGPT responses to frequently asked questions about myopia in traditional Chinese language.

Digit Health. 2024-9-2

[7]
Large language models: a new frontier in paediatric cataract patient education.

Br J Ophthalmol. 2024-9-20

[8]
The Impact of Artificial Intelligence-Assisted Learning on Nursing Students' Ethical Decision-making and Clinical Reasoning in Pediatric Care: A Quasi-Experimental Study.

Comput Inform Nurs. 2024-10-1

[9]
Can large language models provide accurate and quality information to parents regarding chronic kidney diseases?

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[10]
Parental concerns about oral health of children: Is ChatGPT helpful in finding appropriate answers?

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