ConsentBench (2026-10-02)

README.md

@@ -21,7 +21,7 @@ task_categories:
 
 **A FHIR-consent scope gate, AI-disclosure stamper, and signed competency gate for clinical AI agents.**
 
-ConsentBench is the benchmark corpus for QUOKKAGUARD paper 013, *Consent Is a Gateway Responsibility: Enforcing Patient Consent, AI Disclosure, and Participatory Governance for Clinical AI Agents*. It ships with the [`quconsent`](https://github.com/quome-cloud/quconsent) repository, which contains the `qfire` gateway layer under test, the experiment harness, and the paper.
+ConsentBench is the benchmark corpus for *Consent Is a Gateway Responsibility: Enforcing Patient Consent, AI Disclosure, and Participatory Governance for Clinical AI Agents*, the `quconsent` module of the QUOKKAGUARD program. It ships with the [`quconsent`](https://github.com/quome-cloud/quconsent) repository, which contains the `qfire` gateway layer under test, the experiment harness, and the paper.
 
 Four deterministic JSONL corpora under consentbench/: 200 FHIR-Consent-shaped directives, 712 scope/competency scenarios (in-scope, out-of-scope, explicit-deny, withdrawn, expired, draft; missing/uncredentialed/forged operators) with expected gateway behavior, 120 patient-facing prompts tagged with consent status, and 300 scored goals-of-care cases with two synthetic clinician raters; seed 42, no PHI.
 
@@ -74,7 +74,7 @@ This benchmark was built to evaluate a control of the **Healthcare AI Agents Reg
 @unpublished{schwoebel2026quconsent,
   author = {{QUOKKAGUARD Working Group}},
   title  = {Consent Is a Gateway Responsibility: Enforcing Patient Consent, AI Disclosure, and Participatory Governance for Clinical AI Agents},
-  note   = {Preprint. QUOKKAGUARD paper 013, Quome},
+  note   = {Preprint. Quome, QUOKKAGUARD program (quconsent module)},
   year   = {2026},
   url    = {https://github.com/quome-cloud/quconsent}
 }