Le vieillissement chez les hommes gais et bisexuels canadiens : un portrait de l’état de santé et des préoccupations relatives à la santé et aux relations interpersonnelles
Bibliographic record
Abstract
Peu de recherches ont porté sur les profils et les préoccupations de santé parmi les hommes homosexuels et bisexuels vieillissants. Dans le cadre d’une enquête en ligne pancanadienne, 411 répondants âgés de 55 ans et plus ont répondu à un questionnaire portant sur l’évaluation de ces deux problématiques. Les résultats montrent que les écarts avec la population hétérosexuelle du même groupe d’âge se situent en particulier dans le champ de la santé mentale, où les problèmes sont plus prononcés, des différences qui se retrouvent aussi entre les 55-64 ans et les 64 ans et plus dans notre échantillon. Ces résultats peuvent contribuer à développer des interventions mieux ciblées visant à favoriser le bien-vieillir parmi ces minorités sexuelles.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".