Psychopathologie et qualité de vie chez les personnes ayant des troubles mentaux : comparaison d’échantillons pris en Angleterre et aux États-Unis
Bibliographic record
Abstract
Soixante-neuf personnes ayant des troubles mentaux, traitées dans le cadre d'un système rigoureux de soutien communautaire à Boulder au Colorado, ont été évaluées à l'aide des mêmes mesures de psychopathologie et de qualité de vie que celles utilisées pour l'évaluation de personnes similaires traitées dans des services hospitaliers et communautaires à Manchester, en Angleterre. La psychopathologie était plus grande dans l'échantillon de Boulder. Toutefois, sur le plan de la qualité de vie, les résultats des patients étatsuniens n'étaient pas moins bons que ceux des patients anglais. Nous examinons ici la relation entre ces conclusions, les systèmes de soins et la disponibilité des lits dans les hôpitaux psychiatriques.
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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 | 0.001 | 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 | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".