Student-run clinics in Canada: an innovative method of delivering interprofessional education
Bibliographic record
Abstract
The age of siloed healthcare delivery is coming to an end. Research demonstrates that interprofessional collaboration (IPC), the provision of comprehensive services to patients by multiple health providers who collaborate within and across settings, improves the efficiency of the healthcare system, work environments, and patient outcomes. However, developing IPC skills requires training, often referred to as interprofessional education (IPE). This report aims to describe an innovation in IPE: student-run clinics (SRCs). SRCs are organizations composed of students from various disciplines who collaboratively plan and deliver healthcare and health promotion. Recent trends in Canadian SRCs are contrasted with those in the United States. The literature supporting SRCs as a method of delivering IPE, as well as the benefits conferred to patients, students, and communities at large is explored. It is clear that SRCs in Canada are an evolving approach to IPE and are filling a previously undiscovered healthcare niche.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".