Exploring the Development of Rehabilitation in Haiti: The Factors that Support Project Sustainability
Bibliographic record
Abstract
This culminating project for the capstone experience involved a virtual collaboration with Faculté des Sciences de Réhabilitation de Léogane in Haiti and the University of Sherbrooke in Quebec, Canada to identify sustainable factors of projects within a developing country. Agencé Universitaire de la Francophonie- Community of Practice project (AUF2-CoP) is an initiative to encourage collaboration, share knowledge amongst the rehab community in Haiti, and empower, among other goals. In Haiti, there is only one educational OT program and less than 5 full-time clinicians in the country. Throughout this capstone experience, an understanding of the factors that influence project retention and rehab sustainability was identified. This insight into rehab in a developing country reflects the international implications of the practice of OT and the limited reach despite the high demand.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".