Automation Bias in Large Language Model–Assisted Diagnostic Reasoning among Physicians Trained in AI Literacy — A Randomized Clinical Trial

2026/04/23 by Ihsan Ayyub Qazi, Ayesha Ali, Asad Ullah Khawaja +3 · 1 voice · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Clinical Reasoning and Diagnostic Skills #Explainable Artificial Intelligence (XAI)

paper · doi:10.1056/aioa2501001

crossref issued 2026/04/23 · crossref published 2026/04/23 · crossref published-print 2026/04/23 · openalex publication_date 2026/04/23 · crossref created 2026/04/23 · crossref deposited 2026/04/23 · openalex created_date 2026/04/24 · crossref indexed 2026/07/28 · openalex updated_date 2026/07/29

Citations

• Complacency and Bias in Human Use of Automation: An Attentional Integration
• User Acceptance of Information Technology: Toward A Unified View1
• Towards accurate differential diagnosis with large language models

Cited by

• Trust, Scrutiny, or Collaboration? A Performance-Based Framework for Human–AI Interaction in Medicine

Discussions

• "Automation Bias in LLM–Assisted Diagnostic Reasoning among Physicians" shows AI errors reduce diagnostic accuracy despite training. Highlights safety risks of #AI in #Healthcare and need for validati [bsky, 0 points, 0 comments]