Family physicians who provide intrapartum care and those who do not: very different ways of viewing childbirth.
Bibliographic record
Abstract
OBJECTIVE: To examine FPs' attitudes toward birth for those providing intrapartum care (IPC) and those providing only antepartum care (APC). DESIGN: National, cross-sectional Web- and paper-based survey. SETTING: Canada. PARTICIPANTS: A total of 897 Canadian FPs: 503 providing both IPC and APC (FPIs), 252 providing only APC but who previously provided IPC (FPPs), and 142 providing only APC who never provided IPC (FPNs). MAIN OUTCOME MEASURES: Respondents' views (measured on a 5-point Likert scale) on routine electronic fetal monitoring, epidural analgesia, routine episiotomy, doulas, pelvic floor benefits of cesarean section, approaches to reducing cesarean section rates, maternal choice and the mother's role in her own child's birth, care providers' fears of vaginal birth for themselves or their partners, and safety by mode or place of birth. RESULTS: Results showed that FPIs and FPPs were more likely than FPNs were to take additional training or advanced life support courses. The FPIs consistently demonstrated more positive attitudes toward vaginal birth than did the other 2 groups. The FPPs and FPNs showed significantly more agreement with use of routine electronic fetal monitoring and routine epidural analgesia (P < .001). The FPIs displayed significantly more acceptance of doulas (P < .001) and more disagreement with the pelvic floor benefits of cesarean section than other FPs did (P < .001). The FPIs were significantly less fearful of vaginal birth for themselves or their partners than were FPPs and FPNs (P < .001). All FP groups agreed on rejection of elective cesarean section, in the absence of indications, for themselves or their partners and on support for vaginal birth in the presence of uterine scar. While all FP groups supported licensed midwifery, three-quarters thought home birth was more dangerous than hospital birth and showed ambivalence toward birth plans. Only 7.8% of FPIs would choose obstetricians for their own or their partners' maternity care. CONCLUSION: The FPIs had a more positive, evidence-based view of birth. It is likely that FPs providing only APC are influencing women in their practices toward a relatively negative view of birth before referral to obstetricians, FPIs, or midwives for the actual birth. The relatively negative views of birth held by FPs providing only APC need to be addressed in family practice education and in continuing education.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".