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Abstrackr

abstrackr.com

Free plan Web
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Spec score 8.0 #7 of 28 in Literature Review Software

What it is

Abstrackr is a free web tool for screening citations in systematic reviews. It supports solo work, blinded team screening, pilot rounds, and conflict resolution. After about 100 labels, machine learning ranks remaining citations by predicted relevance. A live PRISMA flow table records screening thresholds, resolved conflicts, exclusion reasons by tag, and analysis of the model’s stop point. Citations can be imported from PubMed, Scopus, or Embase, or uploaded as RIS and CSV files. The service deduplicates records by DOI and PMID and can merge remaining near-duplicates. Results export as CSV or RIS, with a full JSONL download for DuckDB queries. Blinding starts enabled, and changes are logged with user, reason, timestamp, and project snapshots. Member and Leader roles have no stated team-size limit, while reminders arrive 7, 4, and 1 day before deadlines. No installation is needed, and the site directs methodology questions to its community forum.

Spec sheet

Purpose
Abstrackr is a citation-screening tool for systematic reviews.Read 4 Oct 2026 · abstrackr.com
Intended users
The site describes Abstrackr as serving researchers, librarians, and review teams conducting systematic reviews.Read 4 Oct 2026 · abstrackr.com
Support
The site directs users to its community forum for methodology questions and workflow discussions.Read 4 Oct 2026 · abstrackr.com
Assignment reminders
Automated reminders are sent 7, 4, and 1 day before an assignment deadline.Read 4 Oct 2026 · abstrackr.com
Blinding and audit log
Blinding is on by default, and changes to blinding are recorded in an audit log with the acting user, reason, timestamp, and project snapshots.Read 4 Oct 2026 · docs.abstrackr.com
Deduplication
Abstrackr automatically deduplicates citations by DOI and PMID and supports merging remaining near-duplicates.Read 4 Oct 2026 · abstrackr.com
Exports
Users can export CSV or RIS files and download a full JSONL export for querying with DuckDB.Read 4 Oct 2026 · abstrackr.com
History
The site says Abstrackr was originally developed and hosted at Brown University and was later relaunched at abstrackr.com by the same team.Read 4 Oct 2026 · abstrackr.com
Import formats
The site says citations can be uploaded from PubMed, Scopus, and Embase, or as RIS or CSV files.Read 4 Oct 2026 · abstrackr.com
Installation
The site says no installation is needed.Read 4 Oct 2026 · abstrackr.com
Machine learning
After about 100 labels, its model ranks remaining citations by predicted relevance.Read 4 Oct 2026 · abstrackr.com
PRISMA reporting
A live PRISMA flow table includes screening thresholds, conflict-resolved counts, exclusion reasons by tag, and ML stop-point analysis.Read 4 Oct 2026 · abstrackr.com
Screening workflow
It supports solo screening, blinded team screening, pilot rounds, and conflict resolution.Read 4 Oct 2026 · abstrackr.com
Team roles
Projects have Member and Leader roles, and the site says there is no limit on team size.Read 4 Oct 2026 · abstrackr.com

Plans and prices

Free Free Completely free No seat limits · no usage caps · no subscription Read 4 Oct 2026 · abstrackr.com

Every Abstrackr plan and price →

Strong points and limits

Strong points

  • Free with no seat limits or usage caps
  • Supports solo and blinded team screening
  • Imports PubMed, Scopus, Embase, RIS, and CSV
  • Machine learning ranks citations after labeling
  • Exports CSV, RIS, and JSONL

Limits

  • No AI paper summaries
  • No full-text analysis
  • Requires about 100 labels before ranking

Who it suits

It suits researchers, librarians, and review teams conducting systematic reviews. Teams needing blinded screening, conflict workflows, PRISMA tracking, and citation exports can use it in a browser.

Verdict

Abstrackr covers citation screening, collaboration, deduplication, auditability, and systematic-review reporting in one web workspace. Its stated scope stops short of paper summaries and full-text analysis.

Where Specifiction places it

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