Intimate partner and nonpartner violence against pregnant women in rural Haiti
Bibliographic record
Abstract
OBJECTIVE: To examine the association between violence experienced by pregnant Haitian women in the previous 6 months and pregnancy-related symptom distress. METHODS: A total of 200 women seeking prenatal care at community health dispensaries in the Artibonite Valley were interviewed. RESULTS: Over 4 in 10 women (44.0%) reported that they had experienced violence in the 6 months prior to interview; 77.8% of these women reported that the violence was perpetrated by an intimate partner. Those who experienced intimate partner violence reported significantly greater pregnancy-related symptom distress (beta=0.23, P=0.001). No significant differences between violence perpetrated by family members or others and reporting of symptoms were observed (beta=0.06, P=0.38). CONCLUSION: The findings indicate the need to integrate violence screening, resources, and primary prevention into prenatal care in rural Haiti.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".