The relationship of sex and risk behaviours to students' use of school-based health centres in Cape Breton, Nova Scotia
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: Among other benefits, school-based health centres (SBHCs) are thought to provide opportunities to identify and help adolescents with risk-taking behaviours. The present study examined the use of SBHCs at three high schools in Cape Breton, Nova Scotia, to determine the extent to which SBHCs reach students at risk, and whether there are sex differences with respect to this reach. METHODS: Self-administered surveys of students in grades 10 to 12 at the three high schools were carried out in May 2006. RESULTS: The response rate was 70% of registered students. Boys were more often at risk than girls due to substance use, while girls were more often at risk due to sexual activity and suicidal thoughts. More girls visited SBHC nurses than boys (49% versus 10%; P<0.001). After adjusting for age, boys who saw a SBHC nurse were significantly more likely to engage in all risk-taking behaviours than boys who did not see a nurse; girls who saw a nurse engaged in most risk-taking behaviours significantly more often than girls who did not. However, no more than 22% of students with each specific risk behaviour used SBHCs to address those risks, with the exception of girls consulting for sexual health reasons, who made up 59% of all girls in the schools who reported being sexually active. CONCLUSIONS: Boys infrequently use SBHCs, and many at-risk students of both sexes do not use SBHCs. If the full potential for these SBHCs to help students with risk behaviours is to be realized, the need to increase reach to students is clear.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it