DOES THE TIMING OF MEDICAL TREATMENT OF PATENT DUCTUS ARTERIOSUS (PDA) HAVE AN IMPACT ON THE SUCCESS OF TREATMENT IN PRETERM INFANTS?
Bibliographic record
Abstract
Abstract BACKGROUND Hemodynamically significant patent ductus arteriosus (hsPDA) is the most common cardiovascular problem of prematurity often treated with nonsteroidal anti-inflammatory drugs (NSAIDs-indomethacin and ibuprofen). There is limited data on the effect of postmenstrual age (PMA) at the time of start of treatment on response rates to NSAIDs in preterm infants with hsPDA. OBJECTIVES The objective of our study was to examine the effect of PMA at the start of treatment on response to NSAIDs in hsPDA. DESIGN/METHODS In this retrospective cohort study, we included infants with gestational age (GA) ≤ 32 weeks admitted to a tertiary NICU between January 2014 and December 2016, who had received one or more doses of NSAIDs for the treatment of hsPDA. Positive response (responders) to NSAIDs was considered if post treatment echocardiogram showed that PDA was either closed or small, and did not require further medical or surgical treatment. We compared baseline characteristics between responders and non-responders using univariate and multivariable logistic regression. RESULTS A total of 183 infants received 257 courses (one, two and three courses in 183, 62 and 12 neonates respectively) of NSAIDs. Positive response rate was overall 60%, and 66%, 48%, and 50% for the first, second, and third course respectively. The baseline characteristics were comparable between responders and non-responders except for higher GA, birth weight (BW), and earlier (<14 days of life) start of NSAIDs in responders. After adjusting for BW, Apgar score and gender, GA at birth but not the PMA, was associated with positive response to NSAIDs (aOR 1.24, 95% CI 1.07, 1.42 for GA; aOR 0.92, 95% CI 0.79, 1.07 for PMA). Early NSAIDs treatment was associated with increased odds of PDA closure (aOR 1.95; 95% CI 1.00–3.8). CONCLUSION Gestational age is the strongest predictor for response to NSAIDs in hs-PDA and PMA at treatment does not affect efficacy of NSAIDs.
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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 | 0.000 |
| 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 | 0.000 |
| 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".