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Review Articles Mode (ResearchPilot™)

Vanessa Godoy
  • Updated

Review Articles Mode lets you explore your imported articles using AI. Load your dataset — all articles or a filtered subset — and ask questions about them, view relevance scores, and surface the most relevant references before or during screening.

How to use Review Articles Mode

  1. Click Chat with ResearchPilot™ on the left side of your review.
  2. Select the Review Articles tab.
  3. Apply filters first if you want to load a specific subset — for example, only included articles or a specific label. The counter at the top shows your total references vs the filtered set that will be loaded.
  4. Click Load Articles to load the dataset into ResearchPilot™.
  5. Type a question about your dataset — for example: What interventions are described in these articles? or Which articles discuss long-term outcomes?
  6. ResearchPilot™ returns a synthesized answer and surfaces the most relevant articles by relevance score.
Note ResearchPilot™ only processes the articles you loaded — not your full dataset. If the AI cannot find a relevant answer, check whether the articles containing that information were included in the loaded set. Use filters to refine which articles are loaded before asking your question.

Relevance Score

Each article receives a relevance score between 0 and 1 reflecting how closely it matches your question. Higher scores indicate stronger relevance. Scores are relative to your question — the same article may score differently for different questions.

Adjust the relevance score threshold and toggle Q&A Mode from ResearchPilot™ Settings — click the settings icon at the top of the panel. Use Reset to clear the session when switching to a different question or subset.

Best practice Load a filtered subset rather than all articles when your dataset is large — focusing on a specific label or decision produces clearer, more relevant answers.
Note Review Articles Mode answers questions about your dataset. For questions about Rayyan features, use Help Center Mode instead.

Continue to: AI Reviewer (ResearchPilot™)

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