Caliper validation of the submitted claim (drug=empagliflozin, AE=acute kidney injury). PRR = 3.05 (95% CI 2.82–3.31), n = 583 cases. Pre-reg locked at submission; awaiting Adam's review before public ship.
PASSES_ALL_GATES — PRR=3.05 (95% CI 2.82–3.31), n=583 cases; flagged for clinical expert review, NOT for external escalation without manual verification| MedDRA PT | n |
|---|---|
| Acute kidney injury | 429 |
| Diabetic ketoacidosis | 79 |
| Dehydration | 50 |
| Vomiting | 50 |
| Metabolic acidosis | 47 |
| Nausea | 40 |
| Hyperglycaemia | 38 |
| Ketoacidosis | 29 |
Every finding includes an in-engine adversary review at no cost. For findings you plan to cite in a regulatory submission, scientific publication, or board-grade decision, we offer an additional layer of independent, audit-grade verification — reviewed by an externally-trained system that has never seen your data, your training corpus, or our hardware, and cryptographically signed.
Contact us for verification & validation →83336b0f691cb80697cf604ad3bf37c3d8a6ff41