Performance and usability of machine learning for screening in systematic reviews: a comparative evaluation of three tools

BACKGROUND: We explored the performance of three machine learning tools designed to facilitate title and abstract screening in systematic reviews (SRs) when used to (a) eliminate irrelevant records (automated simulation) and (b) complement the work of a single reviewer (semi-automated simulation). W...

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Detaylı Bibliyografya
Yayımlandı:Syst Rev
Asıl Yazarlar: Gates, Allison, Guitard, Samantha, Pillay, Jennifer, Elliott, Sarah A., Dyson, Michele P., Newton, Amanda S., Hartling, Lisa
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2019
Konular:
Research
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6857345/
https://ncbi.nlm.nih.gov/pubmed/31727150
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13643-019-1222-2
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