How to optimize the systematic review process using AI tools

被引:25
作者
Fabiano, Nicholas [1 ]
Gupta, Arnav [2 ,3 ]
Bhambra, Nishaant [4 ]
Luu, Brandon [5 ]
Wong, Stanley [6 ]
Maaz, Muhammad [7 ,8 ]
Fiedorowicz, Jess G. [1 ,9 ,10 ,11 ]
Smith, Andrew L. [1 ,9 ]
Solmi, Marco [1 ,9 ,10 ,11 ,12 ]
机构
[1] Univ Ottawa, Dept Psychiat, Ottawa, ON, Canada
[2] Univ Calgary, Dept Med, Calgary, AB, Canada
[3] Kent State Univ, Coll Publ Hlth, Kent, OH USA
[4] Univ Ottawa, Dept Family Med, Ottawa, ON, Canada
[5] Univ Toronto, Dept Med, Toronto, ON, Canada
[6] Univ Toronto, Dept Psychiat, Toronto, ON, Canada
[7] Univ Toronto, Fac Med, Toronto, ON, Canada
[8] Univ Toronto, Dept Mech & Ind Engn, Toronto, ON, Canada
[9] Ottawa Hosp, Dept Mental Hlth, Ottawa, ON, Canada
[10] Univ Ottawa, Ottawa Hosp Res Inst OHRI, Clin Epidemiol Program, Ottawa, ON, Canada
[11] Univ Ottawa, Fac Med, Sch Epidemiol & Publ Hlth, Ottawa, ON, Canada
[12] Charite Univ Med Berlin, Dept Child & Adolescent Psychiat, Berlin, Germany
来源
JCPP ADVANCES | 2024年 / 4卷 / 02期
关键词
artificial intelligence; ChatGPT; evidence synthesis; large-language models; systematic review;
D O I
10.1002/jcv2.12234
中图分类号
B844 [发展心理学(人类心理学)];
学科分类号
040202 ;
摘要
Systematic reviews are a cornerstone for synthesizing the available evidence on a given topic. They simultaneously allow for gaps in the literature to be identified and provide direction for future research. However, due to the ever-increasing volume and complexity of the available literature, traditional methods for conducting systematic reviews are less efficient and more time-consuming. Numerous artificial intelligence (AI) tools are being released with the potential to optimize efficiency in academic writing and assist with various stages of the systematic review process including developing and refining search strategies, screening titles and abstracts for inclusion or exclusion criteria, extracting essential data from studies and summarizing findings. Therefore, in this article we provide an overview of the currently available tools and how they can be incorporated into the systematic review process to improve efficiency and quality of research synthesis. We emphasize that authors must report all AI tools that have been used at each stage to ensure replicability as part of reporting in methods.
引用
收藏
页数:11
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