Coerced First Intercourse and Reproductive Health Among Adolescent Women in Rakai, Uganda
Bibliographic record
Abstract
CONTEXT: Although there is increasing recognition of the scope and significance of sexual coercion experienced by adolescent women in developing countries, evidence on its consequences for reproductive health remains limited. METHODS: A sample of 575 sexually experienced 15-19-year-old women were interviewed in 2001-2002 as part of the ongoing Rakai surveillance project in rural Uganda. Chi-square tests and logistic regressions were used to investigate associations between coerced first intercourse and selected reproductive health behaviors and outcomes. RESULTS: Fourteen percent of young women reported that their first sexual intercourse had been coerced. After the effects of respondents' demographic characteristics were accounted for, young women who reported coerced first intercourse were significantly less likely than those who did not to be currently using modern contraceptives, to have used condoms at last intercourse and to have used them consistently during the preceding six months; they were more likely to report their current or most recent pregnancy as unintended (among ever-pregnant women) and to report one or more genital tract symptoms. CONCLUSIONS: Coerced first intercourse is an important social and public health problem that has potentially serious repercussions for young women's reproductive health and well-being. Interventions to improve adolescent women's reproductive health should directly address the issue of sexual coercion.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".