Experiences from an interprofessional student-assisted chronic disease clinic
Bibliographic record
Abstract
Faced with significant health and workforce challenges in the region, the Central Queensland Health Service District (CQHSD) commenced a student-assisted clinical service. The Capricornia Allied Health Partnership (CAHP) is an interprofessional clinical placement program in which pre-entry students from exercise physiology, nutrition and dietetics, occupational therapy, pharmacy, podiatry and social work are embedded in a collaborative chronic disease service delivery model. The model coordinates multiple student clinical placements to: address service delivery gaps for previously underserved people with chronic disease in need of early intervention and management; provide an attractive clinical placement opportunity for students that will potentially lead to future recruitment success, and demonstrate leadership in developing future health workforce trainees to attain appropriate levels of interprofessional capacity. The CAHP clinic commenced student placements and client services in February 2010. This report provides early evaluative information regarding student experiences included self-reported changes in practice.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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".