10 High spontaneous ductal closure even at the extreme of prematurity
Bibliographic record
Abstract
Abstract Primary Subject area Neonatal-Perinatal Medicine Background Extremely preterm newborns are at risk of prolonged patency of the ductus arteriosus (PDA). Current literature has failed to indicate improvement in outcomes after exposure to strategies promoting ductal closure. As such, our center abandoned these practices in 2013. Objectives Describe the spontaneous PDA closure in premature infants, including those infants born at the extreme of gestational age (< 26 weeks). Design/Methods Retrospective study of newborns < 29 weeks, admitted within 24 hours after birth between 2015 and 2019 and without genetic or congenital anomalies. Newborns who were last known to be alive, with an available echocardiography, and who were not exposed to any intervention to accelerate PDA closure were included. Images were reviewed by experts blinded to the outcomes. Results 296 infants were analyzed. 37 (12%) did not survive their hospitalization, and 16 were exposed to interventions to accelerate ductal closure at some point during their lifetime (4 ligations, 4 catheter-closure, 5 ibuprofen and 3 acetaminophen). Out of the 243 remaining newborns, 214 had at least one echocardiography to ascertain ductal patency or closure (100% of those <26 weeks). The average gestational age was 26.3±1.5 weeks, with 84 (39%) being <26 weeks. PDA closed spontaneously in 194 (91%), with 60 having closure ascertainment after discharge (average age at closure ascertainment of 36.4 [IQR: 34.4 – 40.1] weeks). Of the 84 <26 weeks, 76 (90%) had confirmation of ductal closure. The 20 infants with an open PDA at the last evaluation were followed in an outpatient setting and considered small/restrictive. In our cohort, 92/243 (38%) were exposed to post-natal steroids. In the <26 weeks group, 74% were exposed to steroids, at a cumulative dose of 1.64 [0.89 – 2.44] mg/kg. BPD was found in 57% of the overall cohort and in 79% of <26 weeks. Conclusion The majority of newborns < 29 weeks, and even those at the extreme of gestational age (< 26 weeks) spontaneously closed their PDA before term-corrected age. While BPD rate was similar to previous cohorts, post-natal steroids use was high.
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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) | 0.000 | 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) | 0.001 | 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".