L’intégration d’un traitement psychologique en réadaptation cardiaque à l’Hôpital Montfort : une diminution des risques associés aux maladies cardiaques
Bibliographic record
Abstract
Les buts de cette étude étaient l’intégration et la mise à l’épreuve d’un traitement psychologique au sein du Service de réadaptation cardiaque à l’Hôpital Montfort. Des patients (hommes et femmes), âgés entre 35 et 85 ans, avec une maladie cardiaque et qui se plaignaient de symptômes d’anxiété et de dépression ont participé à cette étude. Les résultats suggèrent que la thérapie cognitivo-comportementale (TCC) peut réduire de façon significative les symptômes de dépression et d’anxiété chez les patients cardiaques. Dans notre échantillon (N = 11), les patients ayant suivi au moins dix séances de traitement ont présenté une diminution importante de leurs symptômes, et personne ne répondait aux critères d’un diagnostic de dépression ou d’anxiété après l’intervention.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".