Before you begin AI Analyzer evaluates articles against your Inclusion and Exclusion Criteria. Make sure your criteria are defined in the Screening Criteria panel before running — without them, the AI has nothing to evaluate against. See How to Set Up Screening Criteria in Rayyan.
AI Analyzer provides on-demand, criteria-based evaluation of specific articles you select. Unlike AI Reviewer — which screens your entire dataset automatically — AI Analyzer gives you targeted analysis of individual articles on request. It reads your Inclusion and Exclusion Criteria, evaluates the selected article against each one, and returns an Include or Exclude recommendation with full justification.
How to run AI Analyzer
- Go to the Screening stage.
- Open the article you want to analyze.
- Click Analyze in the article action bar at the bottom of the screen.
- The Run AI Analyzer confirmation dialog appears — click Run.
- The results appear in the article details panel.
Reading AI Analyzer results
Results appear in the article details panel and include:
- Recommendation — Include or Exclude, added as a label on the article by AI Analyzer.
- Criteria evaluation — each criterion assessed as Met, Not Met, or Unknown with reasoning, added as a note on the article by AI Analyzer.
- Detailed justification — a full explanation of the AI's assessment, added as a note on the article by AI Analyzer.
You can accept, override, or delete the AI's suggestion at any time. The result does not change your decision unless you actively choose to act on it.
When to use AI Analyzer vs AI Reviewer
Use AI Reviewer when you want to screen your entire dataset at scale. Use AI Analyzer for borderline articles, to investigate specific cases, to spot-check AI Reviewer decisions, or when you want deeper reasoning on a small number of articles. The two modes complement each other — Reviewer for scale, Analyzer for depth.
Continue to: Auto Extraction (ResearchPilot™)
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