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Computer-assisted screening in systematic evidence synthesis requires robust and well-evaluated stopping criteria.

作者信息

Callaghan Max, Müller-Hansen Finn, Bond Melissa, Hamel Candyce, Devane Declan, Kusa Wojciech, O'Mara-Eves Alison, Spijker Rene, Stevenson Mark, Stansfield Claire, Thomas James, Minx Jan C

机构信息

Mercator Research Institute On Global Commons and Climate Change, Berlin, Germany.

Potsdam Institute for Climate Impact Research, Potsdam, Germany.

出版信息

Syst Rev. 2024 Nov 22;13(1):284. doi: 10.1186/s13643-024-02699-7.

DOI:10.1186/s13643-024-02699-7
PMID:39578920
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11583672/
Abstract
摘要

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Campbell Syst Rev. 2024 Sep 10;20(3):e1433. doi: 10.1002/cl2.1433. eCollection 2024 Sep.
2
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Syst Rev. 2024 Mar 1;13(1):81. doi: 10.1186/s13643-024-02502-7.
3
Guidance for using artificial intelligence for title and abstract screening while conducting knowledge syntheses.
在进行知识综合时,用于标题和摘要筛选的人工智能使用指南。
BMC Med Res Methodol. 2021 Dec 20;21(1):285. doi: 10.1186/s12874-021-01451-2.
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Applying machine classifiers to update searches: Analysis from two case studies.应用机器分类器更新搜索:来自两个案例研究的分析。
Res Synth Methods. 2022 Jan;13(1):121-133. doi: 10.1002/jrsm.1537. Epub 2021 Nov 25.
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SWIFT-Active Screener: Accelerated document screening through active learning and integrated recall estimation.SWIFT-Active Screener:通过主动学习和集成召回估计实现加速文档筛选。
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Contemp Clin Trials Commun. 2019 Aug 25;16:100443. doi: 10.1016/j.conctc.2019.100443. eCollection 2019 Dec.
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Rapid reviews may produce different results to systematic reviews: a meta-epidemiological study.快速综述可能产生不同于系统综述的结果:一项meta 流行病学研究。
J Clin Epidemiol. 2019 May;109:30-41. doi: 10.1016/j.jclinepi.2018.12.015. Epub 2018 Dec 25.
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