MetricRadiologistsNeurologistsAdvantage
AI Exposure6361Neurologists
Replacement Risk5251Neurologists
Human Dependency7164Radiologists
Physical Dependency4336Radiologists
Labour-market Resilience6572Neurologists
Confidence78.49582.5504Neurologists
Task Coverage86.657186.8093Neurologists
Verdict
Neurologists currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.