Agreement in Risk of Bias Assessment Between RobotReviewer and Human Reviewers: An Evaluation Study on Randomised Controlled Trials in Nursing-Related Cochrane Reviews.

Journal: Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing
Published Date: Feb 8, 2021

Abstract

PURPOSE: RobotReviewer is a machine learning system for semi-automated assistance in risk of bias assessment. The tools's performance in randomized controlled trials (RCTs) in the field of nursing remains unknown. We aimed therefore to evaluate the agreement in risk of bias assessment between RobotReviewer and human reviewers.

Authors

  • Julian Hirt
    Internationale Graduiertenakademie, Institut für Gesundheits- und Pflegewissenschaft, Medizinische Fakultät, Martin-Luther-Universität Halle-Wittenberg, Deutschland; Fachstelle Demenz, Institut für Angewandte Pflegewissenschaft, Fachbereich Gesundheit, FHS St.Gallen, St.Gallen, Schweiz.
  • Jasmin Meichlinger
    Research Associate, Institute for Applied Nursing Science, Department of Health, University for Applied Sciences FHS, St. Gallen, Switzerland.
  • Petra Schumacher
    Professor, IMC University of Applied Sciences Krems, Department Health Sciences, Krems, Austria.
  • Gerhard Mueller
    Professor, Institute of Nursing Science, Department of Nursing Science and Gerontology, UMIT-Private University for Health Sciences, Medical Informatics and Technology, Tyrol, Austria.

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