Thoracic Air Leak Syndrome: A Rare and Fatal Complication of Allogeneic Stem Cell Transplant
Bibliographic record
Abstract
Thoracic air leak syndrome (TALS) is a rare complication of allogeneic stem cell transplant (Allo-SCT) and is associated with a poor prognosis. We report a case of a 67-year-old male, after 20 months of Allo-SCT for acute myeloid leukemia, who presented with fever and acute worsening dyspnea on a background of a 4-month history of slowly progressive dyspnea. He was initially diagnosed with parainfluenza pneumonia and later developed TALS as a result of bronchiolitis obliterans (BO) caused by chronic graft-versus-host disease (cGVHD). Herein, we highlight the importance of early recognition and treatment of non-infectious pulmonary complications of Allo-SCT.
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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) | 0.001 | 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".