MetricNeurologistsPsychiatristsAdvantage
AI Exposure6164Neurologists
Replacement Risk5154Neurologists
Human Dependency6460Neurologists
Physical Dependency3629Neurologists
Labour-market Resilience7265Neurologists
Confidence82.550483.153Psychiatrists
Task Coverage86.809387.6952Psychiatrists
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.