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AI-Enabled Workflow Credentialling Starter Package: Radiation Oncologist

Credential what may be accepted, by whom, and when to stop.

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Takes a radiation oncologist from theory to independent governance of AI-assisted work: setting what may be accepted without further review, owning the out-of-distribution list, recognising output that is plausible but wrong, and judging when a patient falls outside what the model can be trusted on. Contains the T0 to T5 learning journey, the competency standard, credentialling checklist and assessment forms. Acceptance criteria and autonomy levels are yours to set. Everything is a starting point for your credentialling committee to set and ratify before use.