Réapprovisionnement des unités de soins : Portrait de six hôpitaux québécois et français
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Des produits pharmaceutiques, des fournitures médicales, des repas, du linge, des fournitures de bureau circulent quotidiennement ou de façon hebdomadaire à travers l’hôpital entre leur lieu d’entreposage principal ou leur lieu de production et les différents points de service. Pour les produits et les fournitures qui soutiennent directement les activités cliniques, le réapprovisionnement des unités de soins présente un caractère particulièrement critique car il doit limiter les perturbations auprès du personnel soignant. Un programme de recherche est mené depuis quelques années visant à identifier les facteurs contextuels qui affectent la performance des modes de réapprovisionnement des fournitures médicales aux unités de soins. Cet article présente des résultats de la recherche.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it