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ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
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External Auditor / Joint Commission Surveyor Checklist: AI-Supported Clinical Triage Governance Architecture

Authors: Truong, Narnaiezzsshaa;

External Auditor / Joint Commission Surveyor Checklist: AI-Supported Clinical Triage Governance Architecture

Abstract

This checklist provides a structured assessment instrument for external auditors, Joint Commission surveyors, and regulatory bodies evaluating AI-supported clinical governance architectures. It operationalizes substrate-layer structural signal detection across ten governance domains: oversight structure and accountability, model lifecycle and vendor management, clinical workflow integrity, assumption lifecycle management, boundary deformation and shadow governance detection, cross-substratepropagation controls, escalation playbooks and severity tiers, regulatory alignment (OCR/ONC/CMS), documentation and audit trail completeness, and final auditor determination. Each domain specifies observable indicators, pass/partial/fail criteria, severity tier implications if failed, and required evidence artifacts. The instrument is designed to detect structural failures—governance conditions that precede incidents—rather than relying exclusively on incident-based assessment.

Keywords

AI governance, clinical decision support, structural signal detection, audit framework, healthcare AI safety, assumption lifecycle, boundary deformation, cross-substrate propagation, severity tiers, HIPAA, OCR, ONC, CMS

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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