Définitions et conséquences des troubles de santé mentale : Une analyse qualitative des représentations des migrants et migrantes de l’Afrique subsaharienne à Winnipeg
Bibliographic record
Abstract
L’objectif de l’étude était d’explorer la façon dont les migrants et migrantes de l’Afrique subsaharienne définissent les troubles mentaux ainsi que les conséquences qu’ils y associent. Un total de 50 personnes ont participé à une entrevue individuelle. Alors que certaines personnes définissent les troubles mentaux à travers le concept de folie dont les principaux symptômes sont de nature comportementale et cognitive, d’autres adhèrent à une conception plus large qui englobe des troubles de nature affective et relationnelle. En retour, les troubles mentaux peuvent menacer les projets de vie, la santé et la sécurité physique de la personne atteinte et peuvent avoir des retombés sur ses relations interpersonnelles et sur la société en général. Les implications pour la pratique des professionnels sont discutées.
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 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 | 0.005 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".