Pregnancy outcomes in women with significant valve disease: a systematic review and meta-analysis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: To perform a systematic review and meta-analysis of maternal/fetal outcomes in pregnant women with moderate/severe native valvular heart disease (VHD) from medium/higher Human Development Index (HDI) countries. METHODS: OvidSP platform databases were searched (1985-January 2019) to identify studies reporting pregnancy outcomes in women with moderate/severe VHD. The primary maternal outcome was maternal mortality. The primary fetal/neonatal outcome was stillbirth and neonatal death. Pooled incidences and 95% confidence intervals (CI) of maternal/fetal outcomes could only be calculated from studies involving mitral stenosis (MS) or aortic stenosis (AS). RESULTS: Twelve studies on 646 pregnancies were included. Pregnant women with severe MS had mortality rates of 3% (95% CI, 0% to 6%), pulmonary oedema 37% (23%-51%) and new/recurrent arrhythmias 16% (1%-25%). Their stillbirth, neonatal death and preterm birth rates were 4% (1%-7%), 2% (0%-4%), and 18% (7%-29%), respectively. Women with moderate MS had mortality rates of 1%(0%-2%), pulmonary oedema 18% (2%-33%), new/recurrent arrhythmias 5% (1%-9%), stillbirth 2% (1%-4%) and preterm birth 10%(2%-17%).Pregnant women with severe AS had a risk of mortality of 2% (0%-5%), pulmonary oedema 9% (2%-15%), and new/recurrent arrhythmias 4% (0%-7%). Their stillbirth, neonatal death and preterm birth rates were 2% (0%-5%), 3% (0%-6%) and 14%(4%-24%), respectively. No maternal/neonatal deaths were reported in moderate AS, however women experienced pulmonary oedema (8%; 0%-20%), new/recurrent arrhythmias (2%; 0%-5%), and preterm birth (13%; 6%-20%). CONCLUSIONS: Women with moderate/severe MS and AS are at risk for adverse maternal and fetal/neonatal outcomes. They should receive preconception counseling and pregnancy care by teams with pregnancy and heart disease experience.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.023 | 0.006 |
| Bibliometrics | 0.000 | 0.001 |
| 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 it