Royal United Hospital

Navigating Artificial Intelligence Ambivalence in Radiology: A Conceptual Review of Cognitive, Professional, and Ethical Tensions in Hybrid Human–Algorithm Decision-Making

Abstract Artificial intelligence (AI) is increasingly embedded within radiological practice, enhancing diagnostic accuracy and efficiency in workflows. Nonetheless, radiologists' engagement with AI is characterized by persistent cognitive, professional, and ethical tensions, beyo...

Psychological safety, anxiety and professional identity among UK surgical physician associates

Abstract Background Physician Associates (PAs) are increasingly embedded within UK surgical teams, yet little is known about their psychological safety, occupational wellbeing, risk orientation, exposure to online hostility, or career aspirations. Surgical PAs represent a small s...