Care for the ‘Racially Careless’: Indian Hospitals in the Canadian West, 1920–1950s
Bibliographic record
Abstract
In the 1930s, sanatorium directors and medical bureaucrats warned of the threat to Canadian society of "Indian tuberculosis." Long-standing government policy aimed to isolate Aboriginal people on reserves and in residential schools, while their access to medical care was limited by government parsimony and community prejudice. Characterized as "racially careless" concerning their own health, Aboriginal bodies were seen as a menace to their neighbours and a danger to the nation. By the 1940s state-run racially segregated Indian hospitals institutionalized Aboriginal people who were not welcome in provincial sanatoria or in the modernizing community hospitals. The opening of the Charles Camsell Indian Hospital in Edmonton in 1946, one of the first acts of the newly created department of National Health and Welfare, was a very public demonstration of the state's commitment to define and promote "national health" by isolating and institutionalizing Aboriginal people.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.012 |
| Science and technology studies | 0.018 | 0.011 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".