The Status of Undergraduate Palliative Medicine Education in Canada: A 2001 Survey
Bibliographic record
Abstract
A survey was conducted in fall 2001/spring 2002 to provide an update on the status of undergraduate palliative medicine education in Canada. The survey identified that the majority of palliative care teaching occurs in the pre-clinical years of medical school, with supervised patient encounters occurring primarily during electives. The coverage of palliative care topics is inconsistent across curricula. Student evaluation methods also vary, with only one school using simulated patients. More than half the schools have an academic division or department of palliative care medicine, although faculty with protected academic time are few in number. A number of barriers to palliative medicine education were identified, including competition for time within the undergraduate curriculum, and lack of resources for curriculum development and teaching. Respondents recommended increased clinical exposure, curriculum development, student assessment and evaluation, faculty development, and improved infrastructure. Following these recommendations, the Undergraduate Palliative Medicine Committee has dedicated itself to developing and fostering a strategic implementation plan to improve palliative medicine education in Canadian medical schools.
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.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".