Long-term Risk of Hypertension After Surgical Repair of Congenital Heart Disease in Children
Bibliographic record
Abstract
Importance: The long-term risk of hypertension in children after surgery for congenital heart disease (CHD) is unclear. Objective: To assess the incidence of hypertension after cardiac surgery in children with CHD. Design, Setting, and Participants: A multicenter retrospective matched cohort study was conducted in Ontario, Canada, using administrative databases. A total of 3600 children with surgical repair of CHD were matched to 10 children (n = 36 000) from the general population without CHD on age, sex, index date, rurality, and neighborhood income. Main Outcomes and Measures: Diagnosis of hypertension over a median follow-up time of 9.8 years (interquartile range, 6.8-12.9 years) after surgery. The last follow-up was March 31, 2019. Results: Overall, in 3600 children with surgical repair of CHD, the median age at first surgery was 150 days (interquartile range, 40-252 days) and 2005 (55.7%) were boys. During follow-up, 445 (12.4%) children with surgical repair of CHD developed hypertension compared with 398 (1.1%) in the matched control group. The incidence rate of hypertension in children who received surgery for CHD was 141.3 (95% CI, 128.8-155.1) per 10 000 person-years compared with children in the matched control group, who had a rate of 11.1 (95% CI, 10.1-12.3) per 10 000 person-years. The risk of hypertension was higher in children with index surgical dates at an age of less 150 days compared with those who had surgical dates at an age of 150 days or older (P = .006 for interaction). The risk of hypertension was increased in children with more complex surgery, particularly children with hypoplastic left heart syndrome (49 of 140 [35.0%]), and in children who received dialysis (22 of 126 [17.5%]; hazard ratio, 1.67; 95% CI, 1.09-2.56) during the index cardiac surgery hospitalization. Conclusions and Relevance: The incidence of long-term hypertension in this study was 12 times higher in children with surgical repair of CHD compared with children in the matched control group. The findings suggest that interventions aimed at reducing the long-term risk of hypertension after cardiac surgery in this population are needed.
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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 | 0.000 | 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".