A Japanese Canadian Nurse Reflects on Cultural Competency, Humility, and Safety in Caring for an Indigenous Patient
Bibliographic record
Abstract
The effects of colonization in Canada continue to cause mistrust of the healthcare system among some Indigenous people. A Canadian registered nurse of Japanese and European descent reflects upon his final clinical placement as a student nurse, where he cared for an older Indigenous woman in North Central Saskatchewan. The concepts of cultural competence, humility and safety were applied by reflecting upon the history of Indigenous people in Canada, as well as through the nurse’s life experiences with Indigenous people. The nurse’s own family history of Japanese Canadian internment during the Second World War was contemplated, and the discrimination facing his family after WW2. Lessons learned from reflecting on cultural competence, cultural humility, and cultural safety in clinical experiences will have implications for the health care system, the profession of nursing, patient outcomes, and my future nursing practice. Necessary changes still needed in the healthcare system in light of recent racial encounters are discussed.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".