CKO-021AI Across the Review WorkflowEmerging evidenceHigh risk
Can AI assess risk of bias?
AI may assist with risk of bias assessment, but human judgement remains essential.
In more detail
Risk of bias assessment involves nuanced methodological interpretation. AI may help identify relevant text and suggest ratings, but current systems do not reliably replace expert judgement. Human reviewers should remain responsible for final assessments.
Why it matters
Risk of bias assessments influence confidence in evidence.
Decision rule
Use AI to support, not replace, methodological judgement.
Common misconception
“Risk of bias assessment is purely a classification task.”
At a glance
- Evidence strength
- Emerging
- Risk category
- High
Related concepts
Key takeaway
Judgement-heavy tasks require strong human involvement.