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Product: Rayyan.ai.

This article reviews Rayyan.ai, a web-based platform designed to support workflows in evidence synthesis, particularly systematic and scoping reviews. Rayyan.ai offers collaborative screening features, including blinded and unblinded review modes, and incorporates AI tools such as a Support Vector M...

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Publicado en:Journal of the Canadian Health Libraries Association (JCHLA) Vol. 47; no. 2; pp. 45 - 51
Autor principal: Kitchin, Vanessa
Formato: pictorial Journal Article
Publicado: Canadian Health Libraries Association Aug2026
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Aug2026
      vid: 47
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      pub: Canadian Health Libraries Association
      place: Toronto, Ontario
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        atl: Product: Rayyan.ai.
      aug:
        au: Kitchin, Vanessa
        affil: Knowledge Synthesis & Medical Librarian, University of British Columbia, Vancouver, BC, Canada
      sug:
        subj:
          Product Evaluation
          Artificial Intelligence
          World Wide Web Applications
          World Wide Web
          Information Retrieval
          Decision Support Systems, Management
          Machine Learning
          Mobile Applications
      ab: This article reviews Rayyan.ai, a web-based platform designed to support workflows in evidence synthesis, particularly systematic and scoping reviews. Rayyan.ai offers collaborative screening features, including blinded and unblinded review modes, and incorporates AI tools such as a Support Vector Machine–based prediction classifier, AI Reviewer, AI Analyzer, and AI-assisted data extraction. While the platform’s screening interface is user-friendly and accessible via free and paid tiers, its AI functionalities currently require substantial human oversight due to inconsistent data extraction, potential bias, and limited transparency, which may affect reproducibility and journal acceptance. Rayyan.ai is suitable for researchers, librarians, and students conducting evidence syntheses, but its AI features are best used as decision-support aids rather than replacements for independent human review.
      pubtype: Academic Journal
      doctype:
        pictorial
        Journal Article
      ougenre: Article
    language: English
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