Endovascular Management of a Traumatic Infraorbital Pseudoaneurysm Causing Orbital Compartment Syndrome
Bibliographic record
Abstract
An 89-year-old woman presented after blunt injury to the left orbit from a fall. Examination findings were suggestive of left-sided orbital compartment syndrome, unresponsive to emergent lateral canthotomy and cantholysis. CT revealed a left-sided orbital floor blowout fracture involving the infraorbital canal, with a large maxillary and infraorbital hematoma. Angiography revealed a pseudoaneurysm supplied by the infraorbital artery. Interventional neuroradiology successfully achieved hemorrhage control by endovascular obliteration of the parent artery close to the pseudoaneurysm. To our knowledge, this is the first reported case of successfully managing active intraorbital hemorrhage causing orbital compartment syndrome by endovascular vessel sacrifice of an infraorbital artery pseudoaneurysm.
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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".