This is a read-only sample — no real model was validated.
Every number, signature, and slug on this page is a placeholder. It exists so you can see exactly what a paid LITMUS certificate contains before committing to a run.
Sample Sepsis-Onset Classifier
Validated by LITMUS · Framework python-sklearn · Signed 2026-04-01
Submitted by Acme Clinical AI, Inc.
Fabrication verdict
PASS
| Test | Outcome | Detail |
|---|---|---|
| duplicate_sha256 | PASS | duplicate_rate_pct=0.02 |
| cardinality_floor | PASS | — |
| terminal_digit_chisq | PASS | — |
| grim_test | PASS | — |
| carlisle_pvalue_uniformity | PASS | — |
Metrics — claimed vs measured
| Metric | Claimed | Measured (platform) | Δ |
|---|---|---|---|
| accuracy | 0.860 | 0.850 | -0.010 |
| auroc | 0.910 | 0.902 | -0.008 |
| brier (measured only) | — | 0.112 | — |
Cryptographic signature
| algorithm | RSA-PSS-4096 (KMS-HSM) |
| key_version | projects/ai-heart-validation/locations/us-central1/keyRings/k-certsign/cryptoKeys/validation-certs/cryptoKeyVersions/1 |
| signed_digest_sha256 | 8f4e2d1a0c7b9e3f6a4d2c1b0e9f8d7c6b5a49382710fedcba9876543210abcd |
Real runs sign a SHA-256 digest of the JSON metrics envelope with a Cloud KMS HSM key under k-certsign. A third-party verifier with the public key can confirm the cert has not been altered since signing.
What a real run adds
- Full 15-page TRIPOD-AI + GMLP report (PDF) on the certificate page
- Public
/c/<slug>URL you can share with clients and regulators - KMS signature that an external auditor can verify offline
- Downloadable attestation bundle (fabrication details + execution logs)
- On Enterprise: private URL option, 24-hour intake SLA, dedicated reviewer
Ready to validate?
The sample above shows every field a paid certificate will contain. Start a real $299 validation or reach out for enterprise terms.