Adolescents' Experiences of Childbirth: Contrasts With Adults<sup>1, 2</sup>
Bibliographic record
Abstract
Most of what is known about the meaning women assign to the experience of childbirth in the United States is based primarily on studies of Euro American, highly educated, married women of middle to higher income levels. Yet almost half a million adolescents give birth annually. This exploratory, qualitative study was conducted with 25 adolescents in an alternative school, partnered with the juvenile justice system, who had given birth. An open-ended question format was used for the interviews, and analysis was conducted by using extended case methodology. The study revealed a number of differences between the existing literature reports about women's interpretations of birth and the meanings assigned to childbirth experiences by the adolescents in this study. A key difference was the relationship between the pain of childbirth and responsibility for their child. The results provide an entrée into understanding unique characteristics of giving birth as an adolescent and potential roles health care providers can play to promote a positive experience.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| 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".