L'efficacité de la psychothérapie pour le trouble panique en vidéoconférence: Réplication et alliance thérapeutique.
Bibliographic record
Abstract
Cet article vise a reproduire une etude suggerant que la psychotherapie s'avere aussi efficace en videoconference qu'en face-a-face, ainsi qu'a comparer la qualite de l'alliance therapeutique entre ces deux facons d'offrir la therapie. Quarante-cinq adultes souffrant d'un trouble panique avec agoraphobie recoivent un traitement individuel de 12 seances. Les analyses revelent que la therapie a un impact significatif, peu importe qu'elle se deroule en face-a-face ou par videoconference. L'alliance therapeutique, mesuree apres la cinquieme rencontre de therapie, s'avere d'excellente qualite dans les deux conditions. Les resultats confirment ainsi que l'on peut offrir avec succes une telepsychotherapie.
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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 | 0.005 | 0.022 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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; 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".