Meeting the Health Care Needs of Elderly Métis Women in Buffalo Narrows, Saskatchewan
Bibliographic record
Abstract
There is limited data, including health data, specific to the Métis population in Canada. As a result, the health issues and concerns of Métis communities—in particular Métis women—have largely been ignored in health research and in program and policy development. To address this dearth of information, a community-based research committee made up of Métis women initiated the Buffalo Narrows Métis Women’s Health Research Project. The goals of the project were to investigate the health care needs of elderly women and their caregivers in a northern and remote Saskatchewan Métis community. The project looked at barriers to health care service access in terms of accessibility, affordability, availability, acceptability and accommodation. Results showed that elderly Métis women experienced multiple, interconnected barriers to accessing health care services, making it difficult to isolate one variable as being more important than another. However, the Métis women interviewed did identify a number of recommendations to help in meeting the complex service needs of elderly women in the community. If implemented, these recommendations would help to ease the pressure put on extended family members who act as informal caregivers to elderly residents as well as giving elderly patients more independence and improving elderly women’s access to primary health care services.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.009 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 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".