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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Ye-Liu Fu

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Review Open access Sep 2026

Assessment in competency-based medical education for anesthesiology: validity evidence, equity, and faculty readiness

Competency-based medical education (CBME) is driving a paradigm shift in anesthesiology graduate medical education, moving from fixed-duration training to assessment-centered models. This narrative review aims to synthesize the sources of validity evidence for existing assessment tools (milestones, entrustable professi...

Feng Zhou, Qin-Ye Shi, Ye-Liu Fu et al. · 0 citations

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