Palliative Medicine—Becoming a Subspecialty of the Royal College of Physicians and Surgeons of Canada
Bibliographic record
Abstract
The discipline of palliative medicine in Canada started in 1975 with the coining of the term "palliative care." Shortly thereafter, the provision of clinical palliative medicine services started, although the education of the discipline lagged behind. In 1993, the Canadian Society of Palliative Care Physicians (CSPCP) started to explore the option of creating an accredited training program in palliative medicine. This article outlines the process by which, over the course of 20 years, palliative medicine training in Canada went from a mission statement of the CSPCP, to a 1 year of added competence jointly accredited by both the Royal College of Physicians and Surgeons of Canada (Royal College) and the College of Family Physicians of Canada, to a 2-year subspecialty of the Royal College with access from multiple entry routes and a formalized accrediting examination.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".