Women With Complex Vascular Anomalies: Impact on Contraception, Pregnancy and Reproductive Health
Bibliographic record
Abstract
BACKGROUND: Literature is scarce regarding contraceptive and reproductive health in women with complex vascular anomalies (VA). OBJECTIVES: To assess obstetrical, gynecological and reproductive health in this population. METHODS: Female adult patients of childbearing age from the VA clinic of a single tertiary care centre in Canada have been recruited by retrospective chart review, and administered phone interviews. RESULTS: Of the 16 patients recruited (mean age 32.8 years old), 14 used oral contraceptive pills (OCP) and intrauterine devices, with 3 patients experiencing a worsening of their VA under OCP. Fifteen women had children, with 12 experiencing variable worsening of their VA that returned to baseline after delivery or nursing cessation. Three women had severe complications. Degree of complications was variable in each subsequent pregnancy. CONCLUSION: Contraception and pregnancy management in women should be individualized and coordinated with a VA referral centre.
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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 | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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".