Bibliographic record
Abstract
Les personnes atteintes de brûlures vivent un traumatisme qui se double d’une image corporelle modifiée et de risques de séquelles graves. Elles auront toujours besoin du soutien d’autrui, et celui apporté par la famille se révèle le plus important dans le processus de leur réadaptation. Devant cette situation, les proches se sentent démunis et éprouvent un sentiment d’impuissance et de culpabilité. Ils ont besoin d’assistance pour être capables de bien vivre cette expérience. Cet article présente la problématique des personnes atteintes de brûlures et l’intervention psychosociale telle que proposée par l’Association des grands brûlés FLAM à ses membres. FLAM constitue un organisme communautaire dont le but est spécifiquement d’œuvrer auprès de la clientèle des personnes qui ont été gravement brûlées.
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.
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 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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; both teacher heads agree on what is shown here.
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".