From Methodist Mission to Modern Hospital: The History of Steveston's Japanese Hospital, 1895-1942
Bibliographic record
Abstract
During its early history, the Japanese hospital in Steveston, British Columbia transformed from a small Methodist Mission Hospital to a modern medical facility. Unlike many other hospitals targeting non-White groups in British Columbia, it was the Japanese community itself that was responsible for this transition. The Japanese fishermen organized a subscription system and leadership board to establish and operate a modern hospital. The development of this unique institution was driven by broader cultural and political factors that reflected recent changes that occurred in Japan during the Meiji Restoration. During this period, Japan revolutionized and began a campaign of modernization and militarization, with the goal of becoming an imperial power equal to that of Western nations. These ideas were also utilized abroad as Japanese populations faced racism and exclusion from communities that supported the dominance of White-European culture. The Japanese hospital became a symbol of resistance for the Japanese community, an example of the success of Japanese populations in Canada. The history of the Japanese hospital in Steveston demonstrates that hospital development in Canada was not only shaped by medical advancement, professionalization of health care occupations or by state-driven initiatives, but also by the communities that established and maintained health care services during Canada’s early colonial history. Presented at Consortium for Nursing History Inquiry 2013 Symposium
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.021 | 0.017 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| 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".