Women's views on the practice of prenatal perineal massage
Bibliographic record
Abstract
OBJECTIVE: To determine how women who practised perineal massage during pregnancy assessed the technique. DESIGN: Observational study within one arm of a randomised controlled trial. SETTING: Five secondary and tertiary care hospitals in the Province of Quebec, Canada. PARTICIPANTS: Among 763 women randomised to the massage arm of a clinical trial of perineal massage during pregnancy, 684 (90%) who completed a questionnaire after delivery. MAIN OUTCOME MEASURES: A 20-item questionnaire completed a few days after birth. The first 18 questions elicited opinions using a 6-point Likert scale. Based on a factor analysis, 17 of these questions were classified into four categories: acceptability of perineal massage (8 items); preparation for birth (4 items); relationship with the partner (2 items); and effect of massage on delivery (3 items). Scores of each scale varied between 1 (highly negative assessment) to 6 (highly positive assessment). The last two questions asked whether women would perform the massage in their next pregnancy and whether they would recommend perineal massage to another pregnant woman. In addition, 262 also provided comments about their experience in the daily diary provided to record compliance during the trial. RESULTS: On average, perineal massage was felt to be quite acceptable [mean (standard deviation) 4.09 (0.93)]. Pain and technical problems reported during the first week or two of massage tended to disappear after a few weeks. Women's assessment of the effect of massage on preparation for birth [4.34 (1.08)] and on delivery [4.18 (1.37)] was positive. Women's views about the effect on their relationship with their partner were either positive or negative [3.54 (1.74)] and were proportional to the partner's participation with the massage. Most women said they would massage again if they were to have another pregnancy (79%; 95% CI, 76%-82%) and would recommend it to another pregnant woman (87%; 95% CI 84%-90%). CONCLUSION: Overall, women's assessment of prenatal perineal massage is positive.
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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 | 0.006 | 0.028 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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".