See the review first.
Then run your own.
Browse published Verified Rigor Records, then run one free Rigor Review a day on your own manuscript — a structured report with prioritized fixes, a clear verdict, and an optional public record.
- Daily access
- 1 free review a day
- One manuscript, standard account.
- Inputs
- PDF · DOCX · DOI
- A full manuscript or an identifier.
- Output
- Fixes · verdict · record
- Revise, publish, or escalate.
Reviewer calibration. AI Rigor Reviewers trained on a curated Alpha1 corpus of high-fidelity and retracted papers, with expert supervision and curation.
A structured review of reported rigor and reproducibility — not an independent replication of the paper’s findings.
Clinical trial reviews
See real Rigor Reviews first.
How the report reads on recently published clinical trials — before you run your own manuscript.
Ultraprocessed or minimally processed diets following healthy dietary guidelines on weight and cardiometabolic health: a randomized, crossover trial
Dicken SJ, Jassil FC, Brown A, Kalis M, Stanley C, Ranson C, Ruwona T, Qamar S, Buck C, Mallik R, Hamid N, Bird JM, Brown A, Norton B, Gandini Wheeler-Kingshott CAM, Hamer M, van Tulleken C, Hall KD, Fisher A, Makaronidis J, Batterham RL.
Review outcome
Passes rigor review
What surfaced
4 high-priority issues flagged
How it works
Upload PDF/DOCX, paste full text, or resolve a DOI, PMCID, or URL.
Alpha1-trained Rigor Reviewers check methods, statistics, citations, integrity, and data/code reproducibility.
Get prioritized fixes, publish a Verified Rigor Record, or escalate to Formal Expert Review.
Reporting standards
What you should be measuring against
The Rigor Review above evaluates your manuscript against the canonical reporting frameworks for your study type. Use these references to self-check before submission.