Use of embolic protective devices in treating acute arterial occlusions: an interventional radiology and vascular surgery collaborative learning experience
Bibliographic record
Abstract
A 43-year-old man presented to the emergency department with left leg claudication. CT angiogram confirmed an acute left leg arterial occlusion from a left ventricular thrombus. During intra-arterial thrombolysis, he developed severe abdominal pain and a CT angiogram confirmed an acute occlusive thromboembolism to his left renal artery. Prior to left renal artery intra-arterial embolectomy, temporary intra-arterial occlusion balloons were inflated within his (1) right renal artery to protect this kidney from acute embolism and (2) left iliac artery to protect his left leg from further clot burden. Following the left renal embolectomy, an angiogram demonstrated patent renal arteries, acute occlusion of the right common iliac artery and persistent clot in his left iliac/lower limb. These occlusions were retrieved by surgical embolectomy. Final angiogram demonstrated patent bilateral iliac/lower limb arteries. The patient was discharged on lifelong anticoagulation and remains asymptomatic with bilateral palpable distal pulses and normal serum creatine.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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".