Planejamento familiar: uso dos serviços de saúde por jovens com experiência de gravidez
Bibliographic record
Abstract
The scope of this paper was to analyze the use of family planning services by young women with experience of pregnancy. It involves a cross-sectional study conducted with 464 young women who completed a pregnancy in the first quarter of 2006 in six hospitals in Teresina, when they were between 15 and 19 years of age. Data were collected in 2008 through a pre-coded and pre-tested form. Multivariate analysis showed that young women with lower income and a higher number of pregnancies, for whom health professionals, family and partner were their source of information, and who used contraception in their last sexual relations, were more likely to be users of family planning services. Approximately 55% of young women said they would seek a specialized service for their age group, even if it was far from their residence. It was revealed that there is a need for investments in a specialized service with inherent characteristics that facilitate early access for young women, and also address the concerns of the young women who, despite having experienced an adolescent pregnancy, do not use the available family planning services.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".