Nested Knowledge
AI-assisted platform for systematic reviews, meta-analysis, and living evidence.


Covidence is a web-based software platform designed to streamline the systematic review process. It facilitates the import of citations from various sources (RIS, CSV, PubMedXML) and allows for title/abstract screening, full-text review, and data extraction. Its architecture is built to support team collaboration with a centralized view of data, reducing the risk of data loss and version control issues. By automating key stages of the review process, Covidence reduces the time spent per review by an average of 35%, saving approximately 71 hours. It utilizes 128-bit SSL encryption and regular backups to ensure data security and compliance. Covidence integrates seamlessly with existing tools like EndNote, Zotero, and RevMan, enhancing existing workflows and facilitating evidence-based decision-making. The platform is used in various sectors, including health, education, and social science, by organizations worldwide.
Covidence is a web-based software platform designed to streamline the systematic review process.
Explore all tools that specialize in synthesize research evidence. This domain focus ensures Covidence delivers optimized results for this specific requirement.
Explore all tools that specialize in facilitate team collaboration. This domain focus ensures Covidence delivers optimized results for this specific requirement.
Explore all tools that specialize in literature review. This domain focus ensures Covidence delivers optimized results for this specific requirement.
Leverages machine learning algorithms to prioritize potentially relevant studies during title/abstract screening, reducing manual effort.
Uses OCR and NLP to automatically extract key data points from included studies, minimizing manual data entry errors.
Generates interactive visualizations of risk of bias assessments, allowing for easy identification of potential limitations in included studies.
Enables continuous updating of systematic reviews with new evidence, ensuring that reviews remain current and relevant.
Provides real-time collaboration features, including commenting, task assignment, and progress tracking, to facilitate teamwork and communication.
1. Sign up for a Covidence account or access through an organizational subscription.
2. Import citations from your reference manager (EndNote, Zotero, etc.) in RIS, CSV or PubMedXML format.
3. Set up your review team and assign roles.
4. Configure screening criteria and guidelines.
5. Begin title and abstract screening, followed by full-text review and data extraction.
6. Utilize Covidence's built-in tools for assessing the risk of bias.
7. Export your data in a compatible format for meta-analysis or reporting.
All Set
Ready to go
Verified feedback from other users.
"Covidence is highly regarded for its user-friendly interface, collaboration features, and time-saving benefits in systematic review management."
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AI-assisted platform for systematic reviews, meta-analysis, and living evidence.
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