Intimate partner violence, sexual assault, and reproductive health among university women
Bibliographic record
Abstract
Relationships between victimization, termination of pregnancy (ToP), diagnosis of sexually transmitted infection (STI), and emergency contraceptive use were examined using data from a survey of university students in Montreal, Canada. Female students who had been sexually active in the past two years with at least one male partner were included (n=1,812). Victimization experiences were assessed, and logistic regressions were performed to predict the correlates of lifetime use of emergency contraception, ToP, and ever having been diagnosed with an STI. In this sample, 36.1% reported intimate partner violence (IPV), 8.5% reported sexual assault (SA) and 18.9% reported both SA and IPV. Factors statistically associated with emergency contraceptive use, ToP and STI diagnosis were older age, financial hardship, migratory trajectory, early sexual initiation, and dual victimization. These data indicate that the reproductive health needs of female university students experiencing victimization are unmet. Interventions should focus on victimization screening and enhancing reproductive autonomy.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".