Clinical Judgment Integrity Officer (CJIO) Entry-Level Competencies
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| Formato: | Recurso digital |
| Lenguaje: | inglés |
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2026
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| _version_ | 1866902241597718528 |
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| author | LaFleur, Clelie |
| author_facet | LaFleur, Clelie |
| contents | <p>This document establishes the entry-level competencies for the Clinical Judgment Integrity <br>Officer (CJIO) role. These competencies define the observable and measurable behaviors that <br>an entry-level CJIO must demonstrate upon completion of preparatory education, including the <br>Clinical AI Governance Certificate (CAGC). <br>The competencies are organized into nine domains: a Foundations domain establishing <br>grounding concepts, three domains corresponding to the theoretical governance layers (model, <br>infrastructure, care delivery), two cross-cutting methodology domains (audit and investigation), <br>two cross-cutting practice domains (authority-and-collaboration, and fiduciary accountability), <br>and a continuing competence domain addressing the velocity of change in the AI landscape. <br>Each competency is written as an observable behavior examinable against evidence. Where a <br>competency requires differentiation across the five-layer AI taxonomy (classical AI, machine <br>learning, deep learning, generative AI, agentic AI), the layer-specific expectations are named <br>explicitly. The three-concept theoretical stack — judgment as the protected construct, <br>discernment as the theoretical heart, attention as the mechanism — runs as a vertical spine <br>through every domain.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19712641 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Clinical Judgment Integrity Officer (CJIO) Entry-Level Competencies LaFleur, Clelie Clinical Judgment Integrity Officer CJIO clinical AI governance three-layer governance clinical judgment integrity layer Clinical AI Governance Certificate CAGC advanced practice nursing clinical nurse specialist nursing informatics agentic AI healthcare AI credentialing entry-level competencies ANCC Call to Presence <p>This document establishes the entry-level competencies for the Clinical Judgment Integrity <br>Officer (CJIO) role. These competencies define the observable and measurable behaviors that <br>an entry-level CJIO must demonstrate upon completion of preparatory education, including the <br>Clinical AI Governance Certificate (CAGC). <br>The competencies are organized into nine domains: a Foundations domain establishing <br>grounding concepts, three domains corresponding to the theoretical governance layers (model, <br>infrastructure, care delivery), two cross-cutting methodology domains (audit and investigation), <br>two cross-cutting practice domains (authority-and-collaboration, and fiduciary accountability), <br>and a continuing competence domain addressing the velocity of change in the AI landscape. <br>Each competency is written as an observable behavior examinable against evidence. Where a <br>competency requires differentiation across the five-layer AI taxonomy (classical AI, machine <br>learning, deep learning, generative AI, agentic AI), the layer-specific expectations are named <br>explicitly. The three-concept theoretical stack — judgment as the protected construct, <br>discernment as the theoretical heart, attention as the mechanism — runs as a vertical spine <br>through every domain.</p> |
| title | Clinical Judgment Integrity Officer (CJIO) Entry-Level Competencies |
| topic | Clinical Judgment Integrity Officer CJIO clinical AI governance three-layer governance clinical judgment integrity layer Clinical AI Governance Certificate CAGC advanced practice nursing clinical nurse specialist nursing informatics agentic AI healthcare AI credentialing entry-level competencies ANCC Call to Presence |
| url | https://doi.org/10.5281/zenodo.19712641 |