SWIFT-Active Screener

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What SWIFT-Active Screener is

SWIFT-Active Screener is a web application for screening documents in systematic reviews and scoping activities. As reviewers include or exclude articles, an active-learning model reprioritizes unscreened documents that may be relevant. A separate statistical model estimates how many relevant articles could remain in the unscreened list. Teams can create projects with data-extraction questions suited to their study design, share progress, and manage screening conflicts across users and screening levels. The service imports records from EndNote, Mendeley, Zotaro, PubMed, and SWIFT-Review. Results can be exported in standard formats compatible with those services, HAWC, and Excel; CSV and RIS are listed export formats. No installation is required because access is through a browser, and Sciome recommends Google Chrome. The predicted progress graph appears after approximately 10% of references have been screened. Sciome identifies government, academic, and industry groups as users, with pricing available by contacting the SWIFT-Active Screener team.

Who it suits

It is suited to government, academic, and industry groups conducting systematic reviews or scoping work. Teams that need collaborative screening, conflict handling, and active-learning prioritization may find it relevant.

What it does well

Active learning prioritizes likely relevant documents
Separate model estimates remaining relevant articles
Collaborative project and conflict tools
Imports from major review databases
Browser access requires no installation

What to know first

Pricing requires contacting Sciome
Progress graph needs about 10% screened
Google Chrome is recommended

Plans

Plan	Billed and limits	Price
SWIFT-Active Screener	Contact Sciome for pricing	On request

As sciome.com lists them, read 9 Oct 2026. The maker's own page has the final word.

Verdict

SWIFT-Active Screener focuses on collaborative, model-assisted document screening for review projects. Its browser delivery and import/export support fit teams, while pricing and the delayed progress graph are practical considerations.

Facts from SWIFT-Active Screener's own pages

Active learning: As reviewers include or exclude articles, the system updates a statistical model to prioritize unscreened documents likely to be relevant. · sciome.com, 9 Oct 2026
Browser access: No software installation is required; users access the service over the internet, and Sciome recommends Google Chrome. · sciome.com, 9 Oct 2026
Conflict resolution: The application tracks screening conflicts and provides tools to review or modify conflicts across screening levels and users. · sciome.com, 9 Oct 2026
Exports: Screening results can be exported in standard data formats compatible with EndNote, Mendeley, Zotaro, PubMed, HAWC, and Excel. · sciome.com, 9 Oct 2026
Headquarters: Research Triangle Park, North Carolina, United States · sciome.com, 28 Sept 2026
Imports: It accepts imports from EndNote, Mendeley, Zotaro, PubMed, and SWIFT-Review. · sciome.com, 9 Oct 2026
Intended users: Sciome identifies government, academic, and industry groups as users of SWIFT-Active Screener. · sciome.com, 9 Oct 2026
Pricing: Sciome says to contact [email protected] for pricing information. · sciome.com, 9 Oct 2026
Progress graph limit: The predicted progress graph becomes available after approximately 10% of a project's references have been screened. · sciome.com, 9 Oct 2026
Project setup: Users can create screening projects with data-extraction questions suited to their study design. · sciome.com, 9 Oct 2026
Purpose: SWIFT-Active Screener is a web-based collaborative application for the document-screening phase of systematic reviews and scoping activities. · sciome.com, 9 Oct 2026
Recall estimation: A separate statistical model estimates how many relevant articles remain in the unscreened document list. · sciome.com, 9 Oct 2026
Support: Sciome directs users to contact the SWIFT-Active Screener team by email for assistance. · sciome.com, 9 Oct 2026
Team collaboration: The web interface supports team collaboration and progress sharing, and project tools show review progress. · sciome.com, 9 Oct 2026