Cerclage Use: A Review of 3 National Guidelines
Bibliographic record
Abstract
IMPORTANCE: Preterm birth is a major contributor to perinatal morbidity and mortality. The most common intervention performed to improve perinatal outcomes for a woman experiencing cervical dilation in the second trimester without signs or symptoms of preterm labor is the cerclage. OBJECTIVE: We sought to review and compare available national guidelines on cerclage use. EVIDENCE ACQUISITION: We performed a descriptive review of 3 national guidelines on cerclage: The American Congress of Obstetricians and Gynecologists Practice Bulletin on "Cerclage for the Management of Cervical Insufficiency," Green-top Guideline from the Royal College of Obstetricians and Gynaecologists entitled "Cervical Cerclage," and the Society of Obstetricians and Gynaecologists of Canada Clinical Practice Bulletin entitled "Cervical Insufficiency and Cervical Cerclage." Guidelines were compared, and the following aspects of cerclage use for prevention of preterm delivery were summarized: indications and contraindications, risk factors for cervical insufficiency, perioperative considerations, and timing of removal. Recommendations and strength of evidence were reviewed based on each guideline's method of reporting. The references were compared with regard to the total number of randomized control trials, Cochrane Reviews, and systematic reviews/meta-analyses cited. RESULTS: The variations highlighted in the guidelines reflect the heterogeneity of the literature contributing to guidelines and the challenges of diagnosing and managing cervical insufficiency. CONCLUSIONS: A cohesive international guideline may improve safety and quality and optimize patient outcomes. TARGET AUDIENCE: Obstetricians and gynecologists, family physicians. LEARNING OBJECTIVES: After completing this activity, the learner should be better able to outline variations in indications and contraindications for cervical cerclage use by international guideline, identify variation in perioperative considerations for cervical cerclage use by international guideline, and recognize variation in timing of removal by international guideline.
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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 | 0.014 | 0.061 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.007 |
| Bibliometrics | 0.025 | 0.025 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.004 | 0.003 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".