Development of interprofessional collaborative practices within undergraduate programs on healthcare: case study on the Family Health Alliance in Fortaleza (Ceará, Brazil)
Bibliographic record
Abstract
The authors present the dynamics of mentoring work within the Family Health Alliance (FHA), an extension program that fosters interprofessional collaboration from a social learning perspective. The objective of this study was to describe and evaluate the program dynamics and their repercussions among the participants. The context, basis, objectives and organization of work situations for students from six different undergraduate programs on health sciences were analyzed by means of an exploratory development study conducted between January and December 2008. In the first phase, the participants were two teams consisting of one mentor and four students. In the second phase, there were three mentors and eight students. Thematic analysis on the students discourse emphasized their enthusiasm about the possibility of interprofessional collaboration as an instrument for change. The professional mentors were found to have developed a better understanding of their role and greater teaching awareness.
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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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| 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".