Association Between Right Ventricular Dysfunction and Adverse Outcomes in Peripartum Cardiomyopathy: Insights From the BRO-HF Quebec Cohort Study
Bibliographic record
Abstract
Background Peripartum cardiomyopathy (PPCM) is associated with severe morbidity and mortality, and the significance of right ventricular (RV) involvement is unclear. We sought to determine whether RV systolic dysfunction or dilatation is associated with adverse clinical outcomes in women with PPCM. Methods We conducted a multicentre retrospective cohort study examining the association between echocardiographic RV systolic dysfunction or dilatation at the time of PPCM diagnosis and clinical outcomes. Clinical endpoints of interest were the need for mechanical support, recovery of left ventricular ejection fraction at follow-up, and a combined endpoint of hospitalization for heart failure, cardiac transplant, or death. Results A total of 67 women, median age 30 years (interquartile range: 7), were diagnosed with PPCM between 1994 and 2015 in 17 participating centres. Twin pregnancies occurred in 11%; 62% of women were multiparous; and 24% had preeclampsia. RV systolic function was impaired in 18 (27%) and dilated in 8 (12%). Seven women required ventricular assistance, and 8 experienced the composite outcome during follow-up (25 [interquartile range 61] months). RV dysfunction was associated with the need for mechanical support (odds ratio 10.10 (95% confidence interval: 1.86-54.81), P = 0.007), but neither RV dysfunction nor dilatation was associated with left ventricular ejection fraction recovery, the need for cardiac transplant, heart failure hospitalization, or death. Conclusions RV dysfunction is associated with the need for mechanical support in women with PPCM. These findings may improve risk stratification of complications and clinical management.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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".