Exploring Women’s Attitudes and Intentions to Seek Care from Nurse Practitioners across Different Age Groups
Bibliographic record
Abstract
RÉSUMÉ Puisque l’acceptation publique est essentielle à une intégration réussie des infirmières praticiennes dans le système de soins de santé canadien, la présente étude examine de quelle manière les femmes de différents groupes d’âge perçoivent les infirmières praticiennes. Les femmes d’âge moyen avaient généralement une opinion plus positive des professionnels de la santé et étaient plus enclines à indiquer qu’elles demanderaient de l’aide des infirmières praticiennes que les femmes plus âgées et plus jeunes qu’elles. Les répondants des trois groupes d’âge étaient davantage portés à consulter des médecins que des infirmières praticiennes, particulièrement en ce qui concerne les problèmes de santé aigus (par opposition aux questions préventives).
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".