- The Rayyan Workbench: 20 Facets Powered by Natural Language Processing -
Filter, highlight, organize, and review studies using a collection of
20 tools encompassing different facets
Filter studies by decisions, labels, keywords, and other metadata attributes. Customize visible facets to match your research workflow and datasets to focus your effort.


Keep reviewer decisions hidden to avoid bias, unblind to compare decisions and resolve conflicts. Enable consistent review collaboration across distributed teams.
Automatically remove screened articles from view, allowing reviewers to focus only on remaining studies and maintain momentum throughout screening.


Create samples of references to divide the work, utilize randomization to reduce bias further, and group collections of references into named collections for referencing later.

Apply Population, Intervention, Comparator, and Outcomes (PICO) terms directly within the Workbench to narrow results and focus on relevant evidence. View bibliographic indices to scope and glean insights into your data set, such as reported outcomes.


Use built in keyboard shortcuts within the Workbench to accelerate title and abstract screening, move through studies efficiently, and perform actions without interrupting your workflow. Hotkeys help reviewers maintain focus, reduce repetitive clicks, and screen large data sets faster.
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