CKO-020AI Across the Review WorkflowStrong evidence
Can AI extract study data?
Yes. AI can assist with data extraction, particularly when combined with human verification.
In more detail
Data extraction is increasingly viewed as a promising area for AI support. Systems can identify outcomes, interventions, participant characteristics and other study information. However, extraction errors may have significant consequences, making verification essential.
Why it matters
Data extraction is time-consuming and prone to human error.
Decision rule
Verify extracted data before use in analyses.
Common misconception
“AI extraction is automatically accurate.”
At a glance
- Evidence strength
- Strong
Related concepts
Key takeaway
AI-assisted extraction can improve efficiency when combined with oversight.