The Check-Off: A precursor of medicare in Canada?
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
The public system of health care insurance that exists in Canada today was implemented nationally in 1968 and was greatly influenced by the 1964 Royal Commission on Health Services, headed by Justice Emmett Hall. When, in his final report, Justice Hall described the evolution of health care in Canada, he made brief reference to a health insurance system that existed in the Glace Bay colliery district of Cape Breton. Known as the “Check-Off,” this was a mandatory system whereby deductions were made from miners’ wages for a subscription to physician services, medications and hospital care. A reference to the Check-Off in minutes of the Nova Scotia Provincial Workmen’s Association suggests that it dates from about 1883, although at least one other historical reference places its origin even earlier, in the mid-19th century. It proved to be a durable system, surviving in Cape Breton mining towns until 1969, when it was replaced by provincial medical insurance administered by Maritime Medical Care.
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.
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 | 0.012 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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