SciExpert service

Collaborative Screening

Blinded team screening with active-learning prioritisation

Rayyan-style collaborative title and abstract screening — duplicate detection, tags, blinded decisions and conflict tracking — combined with ASReview-style active learning that re-orders the remaining records by relevance after every decision.

  • Import from OpenAlex search, your library, or RIS, BibTeX and CSV files
  • Automatic duplicate removal by DOI and title similarity
  • Blinded decisions per screener, with conflicts and Cohen's kappa
  • Active-learning ranking trained in your browser, no tokens spent
Open Collaborative Screening in workspace