Methods & About
Audit Results
The state of the four research gates, the common synthetic suite and the harness audits. The research gates belong to the auditor; an automated check does not open one.
Four research gates
- 1. Data integrity and leakage control
The synthetic inputs passed hash checks. The evaluation registry holds the current data eligibility and split records.
- 2. Consistency of domain rules and evidence
Review of all research outputs follows G1 approval.
- 3. Counterexamples and independent cohort evaluation
The frozen synthetic checks ran and 19-1 has an evaluation on published cases. See that result for its scope.
- 4. Isolated replay and auditor sign-off
The synthetic results include a replay command. Isolated research execution and auditor sign-off are pending.
Common synthetic suite
12 projects · 14 checks · 78/78 cases matched
| Project | Checks | Cases matched |
|---|---|---|
| 5-1 · AI drug discovery | 2 | 11/11 |
| 8-1 · Synthetic data | 1 | 5/5 |
| 18-2 · Medication safety | 2 | 18/18 |
| 19-1 · Rare disease diagnosis | 1 | 4/4 |
| 16-2 · Adaptive cognitive training | 1 | 4/4 |
| 16-3 · Dementia diagnosis | 1 | 5/5 |
| 18-1 · Fall early warning | 1 | 6/6 |
| 18-3 · Surgical safety | 1 | 5/5 |
| 12-1 · Acute crisis signals | 1 | 5/5 |
| 12-2 · Safety-plan transitions | 1 | 4/4 |
| 12-3 · Social isolation | 1 | 5/5 |
| 12-4 · Student crisis handoffs | 1 | 6/6 |
Result hash5260b304876d05a6179e822092e06c37131e90f70f3aba60eb2358ad050b279e
Harness audits
Each harness has its own gates, checked by a separate audit program. The module name tells them apart from the four research gates above and from each other.
| Module | Projects | Scope | Gates passed |
|---|---|---|---|
| Public-record audit · acmg19 | 19-1 | public_records_and_simulated_patients | 4/4 |
| Synthetic harness · cog16 | 16-2 · 16-3 | synthetic_only | 4/4 |
| Synthetic harness · dispense18 | 18-2 | synthetic_only | 4/4 |
| Synthetic harness · prevent12 | 12-1 · 12-2 · 12-3 · 12-4 | synthetic_only | 4/4 |
| Synthetic replay · rare19 | 19-1 | synthetic_only | 4/4 |
| Synthetic harness · synth8 | 8-1 | synthetic_only | 4/4 |