Exploring registered dietitians’ contributions and educational needs in primary care: Insights for health leaders
Bibliographic record
Abstract
Registered Dietitians (RDs) are essential professionals within Canadian Team-Based Primary Care (TBPC). RDs utilize practice competencies to ensure provision of high-quality care while working closely with other TBPC members. To fill in the gaps in the literature, the study's objective was to explore RDs' perception of their contributions to TBPC settings and their educational needs. This will help inform health leaders who manage interdisciplinary teams. A survey was distributed to Canadian TBPC RDs. They (n = 73) reported contributing to nutrition care for various populations, managing a large range of nutrition problems, and using competencies from multiple practice domains. Furthermore, they identified their need to enhance their knowledge about cultural safety within TBPC, as well as their interdisciplinary teams' need to increase their awareness of the dietetic scope of practice. Identifying RDs' contributions, competencies, and learning needs helps inform Canadian health leaders to improve care.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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".