"Every One of Us Is a Strand in That Basket": Weaving Together Stories of Indigenous Wellness and Resilience From the Perspective of Those With Lived and Living Experience With HIV/Hepatitis C Virus.
Bibliographic record
Abstract
ABSTRACT: This article primarily focuses on the stories shared by Indigenous women with living and/or lived experiences of HIV/hepatitis C virus from the Vancouver Downtown East Side who attended the "Awakening our Wisdom" retreat. Weaving together the story of an Indigenous approach to research that informed the design of the retreat and the findings that emerged, a basket is formed that highlights the ways settler-colonialism within Canada has produced a system of health care that has neglected the Indigenous experience. The emerging themes of Connection, Disconnection, and Reconnection offers teachings for Indigenous journeys of resilience and wellness for those living with HIV/hepatitis C virus. These findings may help health care practitioners identify health care places and spaces that are in need of decolonization and offer, from an Indigenous perspective, the next steps forward for a health care system that promotes Indigenous engagement and retention in care.
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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 | 0.004 | 0.001 |
| 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 | 0.002 |
| 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".