大语言模型、更新和系统综述自动化工具评估：系统综述自动化国际合作组织（ICASR）第八次会议重要讨论摘要。

IF 6.3 4区医学 Q1 MEDICINE, GENERAL & INTERNAL

Systematic Reviews Pub Date : 2024-11-27 DOI:10.1186/s13643-024-02666-2

Annette M O'Connor, Justin Clark, James Thomas, René Spijker, Wojciech Kusa, Vickie R Walker, Melissa Bond

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引用次数: 0

摘要

系统综述自动化国际合作组织（ICASR）第八次会议于2023年9月7日和8日在英国伦敦的伦敦大学学院举行。ICASR是一个跨学科小组，其目标是最大限度地利用技术进行快速、准确和高效的证据综合，如系统综述、证据图谱和科学证据范围综述。2023 年，讨论的主要议题是了解近年来出现的自动化工具的利弊、证据综合中大型语言模型的优缺点，以及确保拟议任务中工具有效性的方法。

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Large language models, updates, and evaluation of automation tools for systematic reviews: a summary of significant discussions at the eighth meeting of the International Collaboration for the Automation of Systematic Reviews (ICASR).

The eighth meeting of the International Collaboration for the Automation of Systematic Reviews (ICASR) was held on September 7 and 8, 2023, at the University College London, London, England. ICASR is an interdisciplinary group whose goal is to maximize the use of technology for conducting rapid, accurate, and efficient evidence synthesis, e.g., systematic reviews, evidence maps, and scoping reviews of scientific evidence. In 2023, the major themes discussed were understanding the benefits and harms of automation tools that have become available in recent years, the advantages and disadvantages of large language models in evidence synthesis, and approaches to ensuring the validity of tools for the proposed task.

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来源期刊

Systematic Reviews Medicine-Medicine (miscellaneous)

CiteScore

8.30

自引率

0.00%

发文量

241

审稿时长

11 weeks

期刊介绍： Systematic Reviews encompasses all aspects of the design, conduct and reporting of systematic reviews. The journal publishes high quality systematic review products including systematic review protocols, systematic reviews related to a very broad definition of health, rapid reviews, updates of already completed systematic reviews, and methods research related to the science of systematic reviews, such as decision modelling. At this time Systematic Reviews does not accept reviews of in vitro studies. The journal also aims to ensure that the results of all well-conducted systematic reviews are published, regardless of their outcome.