Les conséquences du sida dans la vie des hémophiles et de leurs soignants familiaux au Québec : stress, réponse au stress et soutien social
Bibliographic record
Abstract
Le présent article présente les résultats de l'échantillon québécois d'une enquête nationale sur les besoins de soutien des hémophiles atteints du sida ou du VIH. Portant aussi sur les besoins des soignants et des proches (endeuillés ou non) de ces personnes, cette enquête se fondait sur une problématique qui considère le soutien social comme un moyen de faire face au stress. Les participants ont signalé avoir éprouvé plus de stress à cause de l'absence de soutien ou d'un soutien négatif que par suite de la détérioration physique due à la maladie. La question de la confidentialité a été fréquemment soulevée. En général, les participants se sont déclarés satisfaits du soutien reçu, surtout de la part des membres de leurs familles.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 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".