Brachiocephalic vein aneurysm: a systematic review of the literature
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Brachiocephalic vein aneurysms are rare lesions with only 36 cases reported in the literature. They usually present incidentally as mediastinal widening on chest X-ray, with thromboembolism or mass effect on adjacent structures, or rupture. Imaging is usually sufficient to identify and characterize the aneurysm, however, certain diagnostic pitfalls can lead to misinterpretation and misdiagnosis. Exploratory surgery is sometimes needed to confirm diagnosis. Brachiocephalic vein aneurysms have been treated both conservatively with watchful waiting, antithrombotic therapy or anticoagulation as well as surgically depending on patient presentation and aneurysm characteristics. Endovascular treatment is also becoming a therapeutic option. Prognosis following surgical treatment is excellent with no reported cases of recurrence. The present systematic review aims to describe the etiology, clinical presentation, diagnosis, management and outcomes of brachiocephalic vein aneurysms.
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.
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) | 0.003 | 0.007 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it