Policy for First Nations Self-Determination in Health: An Analysis of Problems, Politics, and Policy Related to Medical Travel in Northwest Territories
Bibliographic record
Abstract
Medical travel, where a patient travels to a larger centre for services not available in their home community, is a critical element of the Northwest Territories (NT) health care system. For residents with a valid NT health care card who do not have other coverage for medical travel, the territorial government administers some travel benefits through the NT Medical Travel Program as well as the federally funded non-insured health benefits program. The Gwich'in Tribal Council (GTC) recognizes that medical travel constitutes a major burden and presents extraordinary challenges for Gwich'in living in small remote communities in NT. In 2020, the GTC conducted research that suggests current policy and programs provide only partial access to care. Informed by Gwich'in medical travel stories and drawing from literature on the concepts of health care access, knowledge, power, and Indigenous rights, this article reframes prevailing understandings of the problems, politics, and policy associated with medical travel in NT. The authors contend that relevant and equitable medical travel in NT depends on policy-making that engages First Nations as equal partners with different levels of government and describe key considerations relevant to policymakers in NT and throughout Canada.
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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.004 | 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 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".