The Association of Carotid Artery Cannulation and Neurologic Injury in Pediatric Patients Supported With Venoarterial Extracorporeal Membrane Oxygenation*
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Bibliographic record
Abstract
OBJECTIVES: To describe the prevalence of neurologic injury in a recent cohort of patients 18 years old or younger cannulated for venoarterial extracorporeal membrane oxygenation. To evaluate the association of carotid artery cannulation with neurologic injury when compared with other cannulation sites. To determine if age impacts the association of carotid artery cannulation with neurologic injury. DESIGN: Retrospective analysis of data from the Extracorporeal Life Support Organization registry. SETTING: Neonatal and pediatric medical/surgical and cardiac ICUs of 118 international tertiary care centers worldwide. PATIENTS: Pediatric patients 18 years old or younger cannulated for venoarterial extracorporeal membrane oxygenation and reported to the Extracorporeal Life Support Organization registry during 2007 and 2008. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Two thousand nine hundred seventy-seven patients underwent venoarterial extracorporeal membrane oxygenation during the study period. Indications for extracorporeal membrane oxygenation included pulmonary (n = 1,390, 47%), cardiac (n = 1,168, 39%), extracorporeal membrane oxygenation during cardiopulmonary resuscitation (n = 418, 14%), and unknown (n = 1). Arterial cannulation sites were aorta (n = 938, 32%), femoral artery (n = 118, 4%), and carotid artery (n = 1,921, 64%). Overall, 611 patients (21%) had evidence of neurologic injury defined as seizures, infarction, and/or hemorrhage. The occurrence of neurologic injury varied significantly by cannulation site: femoral artery (n = 18, 15%), aorta (n = 160, 17%), and carotid artery (n = 433, 23%); p equals 0.001. Neonates represented the largest group of patients cannulated for venoarterial extracorporeal membrane oxygenation (n = 1,807, 61%), the majority of patients cannulated via the carotid artery (n = 1,276, 66%), and had the highest burden of neurologic injury (n = 398, 22%). Age, preextracorporeal membrane oxygenation high-frequency oscillatory ventilation use, preextracorporeal membrane oxygenation arterial pH and serum bicarbonate level, and preextracorporeal membrane oxygenation cardiac arrest were independently associated with neurologic injury in a covariate model. Carotid artery cannulation site was added to this adjusted model and found to independently increase odds of neurologic injury (odds ratio, 1.4 [95% CI, 1.01-1.69]). An interaction term containing age and cannulation site was not associated with neurologic injury (odds ratio, 1.06 [95% CI, 0.84-1.34]). CONCLUSIONS: Carotid artery cannulation for venoarterial extracorporeal membrane oxygenation in patients 18 years old or younger is associated with statistically significant increased odds of neurologic injury. These increased odds are present across all age groups.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 |
| 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