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Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide

Machine learning (ML) algorithms have proven highly accurate for identifying Randomized Controlled Trials (RCTs) but are not used much in practice, in part because the best way to make use of the technology in a typical workflow is unclear. In this work, we evaluate ML models for RCT classification...

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Vydáno v:Res Synth Methods
Hlavní autoři: Marshall, Iain J., Noel‐Storr, Anna, Kuiper, Joël, Thomas, James, Wallace, Byron C.
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley and Sons Inc. 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6030513/
https://ncbi.nlm.nih.gov/pubmed/29314757
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jrsm.1287
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