Pilot testing Fostering Open eXpression among Youth (FOXY), an arts-based HIV/STI prevention approach for adolescent women in the Northwest Territories, Canada
Bibliographic record
Abstract
Fostering Open eXpression among Youth (FOXY) is an arts-based HIV prevention program developed by Northern Canadians to address sexual health, HIV, sexually transmitted infections (STIs), sexuality, and healthy relationships among Northern and Indigenous youth in Canada. We conducted a pilot study with Indigenous and Northern young women aged 13-17 years from 17 communities in the Northwest Territories to evaluate whether, in comparison to pre-intervention, FOXY participants demonstrated increased knowledge of STIs, increased safer sex self-efficacy, and increased resilience. Wilcoxon test results indicated significant increases in STI knowledge scores and safer sex self-efficacy scores. Findings suggest that FOXY holds promise as an effective method of delivering sexual health information through peer education, and increasing STI knowledge, safe sex self-efficacy, and resilience.
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How this classification was reachedexpand
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".