{
  "id": 11782,
  "url": "https://arxiv.org/abs/2607.15397v1",
  "title": "Clinical Audit Logs as Multi-Axial Traces of Care Delivery",
  "summary": "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",
  "authors": "Braden Eberhard, Nate Apathy, Kevin Johnson",
  "category": "research",
  "topics": "regulation,healthcare,transparency",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-16T18:54:13.000Z",
  "fetched_at": "2026-07-20T05:10:09.534Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/11782",
  "original_url": "https://arxiv.org/abs/2607.15397v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}