Evidence record 11782 · automatically gathered

Clinical Audit Logs as Multi-Axial Traces of Care Delivery

Electronic health record audit logs record timestamped actions through which clinical work is carried out. Generated as operational metadata, they now support research on clinician effort, patient outcomes, care-team coordination, and workflow structure. This Perspective explains that breadth by articulating audit logs as multi-axial event streams and drawing implications for representation learning, evaluation, and governance. Each logged action belongs simultaneously to multiple clinically mea

Record details

Published: 16 July 2026
Source: arXiv
Category: Research
Topics: Regulation · Healthcare · Transparency
Retrieved: 20 July 2026

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ethics.ai (16 July 2026), “Clinical Audit Logs as Multi-Axial Traces of Care Delivery,” evidence record 11782, https://ethics.ai/record/11782 (originally published by arXiv).

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