Lung Isolation for Whole Lung Lavage in a Pediatric Patient With Atypical Airway Anatomy due to Short Stature: A Case Report
Bibliographic record
Abstract
This case demonstrates the airway management of a pediatric patient with short stature due to STAT5b deficiency, a rare genetic immunodeficiency associated with lung disease and endocrinopathy. The patient had recurrent pulmonary infections and pulmonary alveolar proteinosis (PAP) for which whole lung lavage (WLL) was recommended. Due to short stature and overall body habitus, the patient's airway would not accommodate a traditional double-lumen tube (DLT). Therefore, we placed 2 single-lumen breathing tubes: 1 endobronchial and 1 endotracheal, to mimic a DLT and facilitate WLL, demonstrating a viable option for lung isolation in the absence of purpose-built equipment.
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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 | 0.002 |
| 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".