preprintOpen MINDFeb 24, 2026GREEN OA

GQMI: MedAI Trust-Graph (v0.2.3) — Audit-first haemodynamic design test and dynamic clinical consistency

Forest Research

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Abstract

What this is This release ships an audit-first, NO OVERCLAIM governance framework for Medical AI, integrating: M1: a trust-graph of the medical AI pipeline (fixed node IDs, trust-injection points, responsibility anchors), M2: a haemodynamic audit ledger that enforces reproducibility as a contract (same inputs + same BC + same solver config -> same outputs), M3: a dynamic clinical consistency layer (temporal coherence, causal plausibility, stability under drift/perturbation). What this is NOT This work is not clinical advice. It does not provide treatment recommendations, patient-specific guidance, or outcome claims. It is a governance and reproducibility protocol for auditable haemodynamic design tests (e.g.,…

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Topics & keywords

Keywords
  • Reproducibility
  • Hemodynamics
  • Audit
  • Solver
  • Consistency (knowledge bases)
  • Pipeline (software)
  • Clinical governance
  • Test (biology)
UN Sustainable Development Goals
  • Gender equality
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