“Evil Reports” for “Ignorant Minds”? Patient Experience and Public Confidence in the Emerging Modern Hospital: Vancouver General Hospital, 1912
Bibliographic record
Abstract
The process whereby the 19th-century Canadian charity hospital for the sick poor was transformed into a centre for scientific health care for the whole community was well in hand by World War I. To fund this transition, and to cope with the subsequent unrelieved demand from all social classes for accessibility to hospitalization, hospitals instituted differentiated services, offering premium care and privacy to paying patients whose fees, in turn, sustained a more economical level of open ward maintenance for indigent patients. As the record of a 1912 public investigation into patient grievances and complaints against the Vancouver General Hospital reveals, the commodification of hospital-based health care reproduced in the hospital environment the social attitudes, controls, and structures of the wider community. This development appeared to contradict the hospitals promise of undifferentiated, scientifically-mediated, medical efficiency and efficacy for all, and its reputation as a humane and caring institution. Notwithstanding the inquiry's conclusion that these grievances were "evil reports" designed to appeal to "ignorant minds," they reveal a patient population of already informed consumers ready, willing and able to discriminate between the promise and the reality of hospital-centred health care for all.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".