Severe obstructive sleep apnoea, aortic dissection and aortopulmonary fistula in a 56-year-old patient with syncope
Bibliographic record
Abstract
We present a case of a 56-year-old patient with obstructive sleep apnoea (OSA) presenting with acute decompensated heart failure and signs of cardiogenic shock. Echocardiography and CT imaging led to the diagnosis of acute type A aortic dissection (AD) complicated by aortopulmonary fistula (APF). The patient underwent successful surgical repair with complicated postoperative course including pulseless electrical activity arrest. This case highlights the underappreciated role of untreated OSA as a risk factor for AD. Furthermore, it presents an opportunity to review APFs as a rare complication of AD. We discuss the available evidence linking OSA and AD, review currently reported cases of APF, briefly outline the haemodynamics of this acute left-to-right shunt and discuss management of this rare but deadly complication.
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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 | 0.001 |
| 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".