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These preliminary workforce signals support staged curricular development while requiring larger prospective and stakeholder-validated studies, and distinguishes these AI-specific capabilities from the pharmacotherapy, medication-safety, evidence-appraisal, and quantitative expertise required to exercise them safely.
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