Health-Related Quality of Life in Children 4-5 Years After Open Heart Surgery in Early Infancy
Bibliographic record
Abstract
Background: Health-related quality of life (HRQL) is an important outcome measure in pediatrics. We aimed to determine HRQL of children who underwent complex cardiac surgery at age ≤6 weeks with follow-up at age 4-5 years. Methods: ≤ 0.05 considered statistically significant. Results: Of 712 children who underwent CCS at ≤6 weeks of life, 119 (16.7%) died and 140 did not complete the HRQL questionnaire (for multiple reasons), leaving 453 of 593 (76.4%) survivors included. At 4- to 5-year follow-up, the PedsQL total score (mean: 79.5, standard deviation [SD]: 16.3) was significantly lower than that in the healthy normative population (mean: 87.4, SD: 12.7) and similar to that in children with chronic illness (mean: 76.0, SD: 19.3). Patients after single ventricle palliation had a significantly lower PedsQL total score (mean: 72.8, SD: 17.1) than that in patients after biventricular repairs (mean: 82.4, SD: 15.1). Independent risk factors for lower PedsQL scores consistently included single ventricle palliation, chromosomal abnormality, extracorporeal membrane oxygenation, and the number of noncardiac hospitalizations. Conclusion: The HRQL of children who underwent CCS in early infancy is lower than that of healthy children but similar to that of children with other chronic illnesses.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 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".