Citation screening using crowdsourcing and machine learning produced accurate results: Evaluation of Cochrane's modified Screen4Me service - Noel-Storr, Anna; Dooley, Gordon; Affengruber, Lisa; Gartlehner, Gerald (Journal of clinical epidemiology, 2021)
Keywords: Accuracy; Agreement algorithm; Agreements; Algorithms; Classifiers; Crowdsourcing; Datasets; Decision making; Epidemiology; Human computation; Identification; Internal Medicine; Learning algorithms; Literature reviews; Literature screening; Machine learning; Medical research; Performance assessment; Screening; Sensitivity; Systematic review; Systematic reviews; Workflow; Crowdsourcing; Accuracy; Human computation; Agreement algorithm; Machine learning; Literature screening; Systematic reviews; agreement algorithm; crowdsourcing; human computation; accuracy; systematic reviews; machine learning; literature screening