L’accès des aînés francophones aux foyers de soins en milieu minoritaire, un enjeu linguistique en santé et mieux-être
Bibliographic record
Abstract
Access to long-term nursing homes by French-speaking seniors in minority situations is a very real problem. However, few studies have been conducted on this subject. We wanted to better understand this issue in New Brunswick while taking into account the language aspect. In this article, we will present the problem based on different issues encountered by Francophones in minority situations and by giving an overview of the studies conducted on French-speaking seniors in minority situations. We will then address the issue related to the rights of French-speaking senior to receive services in French in nursing homes by analyzing briefly the province's legal requirements. Furthermore, we will present the regulatory framework of nursing homes in New Brunswick. Finally, we will provide a geographic analysis of existing New Brunswick nursing homes while taking into account the language aspect, the levels of service and the distribution of French-speaking seniors within the territory.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".