{
  "id": 16360,
  "url": "https://www.jmir.org/2026/1/e93618",
  "title": "Cognitive Workload and Mental Burden in Health Care Professionals Interacting With AI: Systematic Review and Meta-Analysis",
  "summary": "Background: AI adoption in health care has accelerated rapidly, with ambient documentation tools, diagnostic imaging AI, and clinical decision support systems (CDSSs) entering routine practice. However, the cognitive demands placed on clinicians supervising these systems remain understudied. Specifically, the concept of verification burden requires closer examination. Consequently, institutional decision-makers lack a structured, certainty-graded evidence base regarding the true impact of AI on",
  "authors": "Eun Jeong Gong, Chang Seok Bang, Jae Jun Lee",
  "category": "research",
  "topics": "healthcare",
  "orgs": "meta",
  "regions": null,
  "published_at": "2026-08-04T14:00:24.000Z",
  "fetched_at": "2026-08-05T05:10:44.550Z",
  "source_slug": "x-jmir-journal-of-medical-internet-researc",
  "source_name": "JMIR (Journal of Medical Internet Research)",
  "source_homepage": "https://www.jmir.org",
  "ethics_ai_record_url": "https://ethics.ai/record/16360",
  "original_url": "https://www.jmir.org/2026/1/e93618",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}