Approche transculturelle des patients non francophones originaires du Sud-est asiatique dans le dispositif psychiatrique du XIIIe arrondissement de Paris
Bibliographic record
Abstract
À la suite des bouleversements politiques qui ont secoué la péninsule indochinoise dans le milieu des années 1970, de nombreux réfugiés originaires du Sud-est asiatique se sont réinstallés en France. Depuis 1976 une importante communauté asiatique s'est installée dans le XIIIe arrondissement de Paris. Le secteur psychiatrique de l'arrondissement, qui couvre l'ensemble du quartier asiatique, a progressivement été confronté à l'arrivée croissante de patients non francophones issus de cette minorité ethnique. Dans cet article les auteurs décrivent les moyens que le service psychiatrique de secteur a mis en place pour répondre aux particularités historiques, culturelles et psychopathologiques de cette population.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".