Abstract TP264: Blood pressure trends during first forty-eight hours post arterial ischemic stroke in children with cardiac disease
Bibliographic record
Abstract
Introduction: Children with cardiac diseases are at an increased risk to develop ischemic stroke that can lead to lifelong neurological deficits. Blood pressure is an important modifiable factor associated with poor neurological outcomes. However, there lacks sufficient evidence to provide patient specific blood pressure guidelines post pediatric ischemic stroke. Objective: We evaluated blood pressure mean and changes in pediatric patients with cardiac diseases within the first 48hours cardiac critical care unit (CCCU) after an arterial ischemic stroke. Method: We conducted a retrospective study of children diagnosed with acute arterial ischemic stroke admitted to the CCCU. We reviewed data on demographics, clinical outcome, radiologic, hemodynamic parameters, and medication. Ischemic lesion volume size was obtained from Diffusion-Weighted Imaging by a full-trained neuroradiologist. Blood pressure percentile was obtained based on age, sex, and the 50 th height range. We contrasted the blood pressure with age and admission year matched CCCU controls without a history of stroke. We used linear regression to model blood pressure trends, t-test to compare continuous data, and chi square analyses to compare discrete data points. Results: Twenty-nine stroke patients (34% female, median age 2.1 years and range 17 years) were included. The majority of patients aged up to 3 years-old, presented with congenital heart defects (69%). Older patients presented more often with acquired heart disease (40%). Blood pressure means and trends differed by age, cardiac disease, and neurological outcomes. Younger patients and those with congenital heart defects had higher blood pressure compared to controls. Older patients or those with acquired heart diseases tended to have lower systolic blood pressure and higher diastolic blood pressure than their control. A third of patients with neurological deficits presented with an average blood pressure greater than the 95 th percentile, while patients with normal neurological status at discharge all had an average blood pressure inferior to the 50 th percentile. Higher blood pressure was associated with worst neurological outcomes, and larger ischemic brain volume size. Conclusion: Patients with cardiac disease have age and cardiac anomaly specific blood pressure after an acute ischemic stroke. Further research into these differences and blood pressure management in this group is crucial to lessening the burden of stroke on this at risk population.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| 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) | 0.002 | 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".