GRADE Evidence Profile
GRADE certainty assessment for systematic reviews and meta-analyses
GRADE Evidence Profile is a research-support tool for transparent certainty-of-evidence assessment at the outcome level. It helps researchers structure GRADE judgments, generate evidence-profile tables, and prepare concise publication-ready explanations and footnotes.
Upload review evidence and create a profile draft
Open the linked GRADE tool in ChatGPT and attach a review manuscript, evidence tables, forest-plot results, or structured outcome data. Include the population, intervention, comparator, outcome, timepoint, effect estimate, confidence interval, study design, risk-of-bias distribution, and the clinically important decision threshold where available.
Missing information is identified rather than invented. Domain judgments and final certainty remain reviewer decisions; verify the assessment against the full evidence and current GRADE guidance.
Current method and reference base
Use the current GRADE Working Group approach. Certainty is outcome-specific; assess all five downgrading domains and applicable upgrading considerations explicitly. Do not use a rigid score or infer certainty from statistical significance alone.
GRADE Working Group ↗ · Current GRADE Book ↗
What it supports
- Outcome-level GRADE certainty assessment
- Risk of bias
- Inconsistency
- Indirectness
- Imprecision
- Publication bias
- Upgrading of observational evidence where applicable
- Publication-ready evidence-profile tables
- Concise GRADE footnotes and rationale
Methodological approach
The tool is designed to support judgment rather than replace it.
It does not rely on rigid automatic thresholds alone. For example:
- RoB 2 or ROBINS judgments are not mechanically converted into GRADE downgrades.
- Imprecision is assessed in relation to clinically meaningful decision thresholds, not simply whether a confidence interval crosses the null.
- Inconsistency is interpreted using the magnitude and direction of effects, heterogeneity, confidence interval overlap, and other relevant contextual information rather than I² alone.
- Publication bias is not assumed to be absent simply because fewer than 10 studies are available.
The tool preserves uncertainty where evidence is incomplete and provides transparent reasons for each judgment.
Appropriate use
GRADE Evidence Profile may be useful for:
- Systematic reviews
- Meta-analyses
- Evidence synthesis projects
- Guideline development support
- Manuscript preparation
- Evidence-profile preparation
- Review-team adjudication and methodological discussion
Important limitations
GRADE Evidence Profile is a research-support tool. It does not replace independent methodological review or the judgment of appropriately trained reviewers.
Where a protocol requires duplicate independent assessment, use of this tool does not constitute a second independent human reviewer.
Users should verify consequential judgments against the current official GRADE guidance and the underlying evidence.
Independent development
GRADE Evidence Profile is independently developed by Jithin T Joseph.
It is not an official product of, affiliated with, sponsored by, approved by, or endorsed by the GRADE Working Group or GRADEpro.