Education in Psychiatric Rehabilitation Column—Psychiatric Rehabilitation Education for Psychiatrists: A Canadian Experience
Bibliographic record
Abstract
ABSTRACT: Psychiatric rehabilitation is a core type of evidence-based, promising, and emerging person-centered mental health care interventions for people with psychiatric disabilities. Yet psychiatrists appear to be undereducated in relation to psychiatric rehabilitation. This article reports on psychiatric rehabilitation education for Canadian psychiatrists and psychiatry residents to facilitate knowledge on psychiatric education for psychiatrists. A selective literature review with education-focused auto-ethnography is used. It seems that much more psychiatric education for psychiatrists in Canada and elsewhere is needed. In particular, psychiatric education for psychiatry residents is needed to educate psychiatrists early on in their specialty training in relation to psychiatric rehabilitation in particular and in relation to person-centered mental health care more generally. Consistent implementation and evaluation of such education would be helpful, preferably guided by policy such as in relation to national standards for psychiatric care that must incorporate psychiatric rehabilitation.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.008 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".