RESEARCH CATEGORY

Literature & Systematic Review

Screen evidence and build reproducible review workflows. The database currently includes 13 tools, models, databases, or infrastructure entries in this category.

AI Tools

Litmaps

A literature discovery service that maps citation relationships and can monitor a collection for newly published work.

Literature & Systematic ReviewFreemium
literature mapsalerts
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Infrastructure

Rayyan

A review-management platform for screening records, collaborating with reviewers, resolving conflicts, and handling duplicates.

Literature & Systematic ReviewFreemium
systematic reviewscreening
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Infrastructure

Covidence

A systematic-review platform covering citation screening, full-text review, data extraction, and risk-of-bias assessment.

Literature & Systematic ReviewPaid
systematic reviewdata extraction
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AI Tools

ASReview

Open-source screening software that uses active learning to prioritize records during systematic reviews.

Literature & Systematic ReviewOpen sourceOpen source
active learningscreening
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AI Tools

EPPI-Reviewer

A collaborative platform for managing, screening, coding, and synthesizing evidence in complex reviews.

Literature & Systematic ReviewPaid
evidence synthesiscollaboration
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Infrastructure

DistillerSR

A workflow platform for systematic reviews, literature surveillance, and regulatory evidence management.

Literature & Systematic ReviewContact for pricing
systematic reviewworkflow
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Infrastructure

Sysrev

A collaborative review platform for screening documents, defining labels, and extracting structured information.

Literature & Systematic ReviewFreemium
screeningdata extraction
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AI Tools

Iris.ai

A research-discovery platform with tools for literature mapping, summarization, and information extraction.

Literature & Systematic ReviewContact for pricing
research discoverydata extraction
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AI Tools

Undermind

A research search service that iteratively explores scholarly literature from a user-defined question.

Literature & Systematic ReviewFreemium
iterative searchresearch questions
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AI Tools

Colandr

An open-source platform for evidence synthesis, including citation screening, full-text review, and data extraction.

Literature & Systematic ReviewOpen sourceOpen source
evidence synthesisopen source
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Infrastructure

CADIMA

A free web application for organizing systematic reviews and systematic maps, including import, deduplication, screening, data extraction, and process documentation.

Literature & Systematic ReviewFree
systematic reviewsevidence maps
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AI Tools

SWIFT-Active Screener

A collaborative web application for systematic-review screening that uses active learning to reprioritize unscreened records as decisions accumulate.

Literature & Systematic ReviewContact for pricing
literature screeningactive learning
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Infrastructure

revtools

An open-source R package for importing and deduplicating bibliographic data and interactively screening titles, abstracts, and topics for evidence synthesis.

Literature & Systematic ReviewOpen sourceOpen source
evidence synthesisR
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