Residential Mobility and Its Impact on Self-Rated General and Mental Health Among Young Indigenous Adults: The Mediating and Moderating Roles of Food Insecurity
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This study examines the relationship between residential mobility and self-rated health among Indigenous adults aged 19–24, exploring whether food insecurity acts as a mediator or moderator in this relationship. Data were collected from the 2017 Aboriginal Peoples Survey, a nationally representative survey administered by Statistics Canada (N = 4,028). Logistic regression analysis revealed that food insecurity fully mediated the negative effects of residential mobility on self-rated general and mental health. Furthermore, food insecurity amplified the negative impacts of residential mobility on both health outcomes. These results underscore the importance of implementing culturally specific interventions to address food insecurity among young Indigenous adults.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it