Percutaneous Thoracic Drainage in Neonates: Catheter Drainage versus Treatment with Aspiration Alone
Bibliographic record
Abstract
PURPOSE: To retrospectively compare thoracic drainage in neonates by using catheter and aspiration techniques. MATERIALS AND METHODS: Approval was obtained from the institutional research ethics board; informed consent from parents was waived. Retrospective review of 21 neonates (19 boys, two girls; mean gestational age, 39.3 weeks) who underwent percutaneous thoracic drainage during a 9-year period was performed. Data such as indication for drainage, type of drainage, age and weight at birth, corrected age and weight at the time of drainage, use of mechanical ventilation at the time of drainage, and outcomes were collected. Drainage was considered successful if the collection was treated without additional surgical or radiologic intervention. Fisher exact test and two-tailed unpaired student t test with a confidence level of 95% (unequal variances assumed) were used to compare neonates treated with a catheter and those treated with aspiration. RESULTS: Image-guided therapy was used to treat pleural effusion (29%, n = 6), chylothorax (24%, n = 5), empyema (19%, n = 4), pneumothorax (14%, n = 3), mediastinal seroma (10%, n = 3), and congenital cystic adenomatoid malformation (5%, n = 1). Sixteen (76%) infants were treated with catheter placement, with a success rate of 81% (13 of 16). Five (24%) infants were treated with simple aspiration with no success. The difference in success rates was significant (P = .003). There was no significant difference between the catheter placement and aspiration groups in terms of average age, average weight, and percentage dependent on mechanical ventilation. One complication (cellulitis) was directly related to catheter drainage. In cases where treatment was successful, the mean length of the chest tube placement was 13.5 days, and there were no deaths at follow-up. In cases where treatment failed, the long-term mortality rate was 50% (four of eight). CONCLUSION: Image-guided percutaneous thoracic drainage success rates are improved if drainage catheters are placed rather than if aspiration alone is performed.
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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) | 0.000 | 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".