Endovascular treatment of post-traumatic carotid-cavernous fistulae using latex detachable balloons
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
Objective: To determine the efficiencyof latex detachable balloons inthe treatment of post-traumaticcarotid-cavernous fistulae (CCF).Methods: Management and outcomewere reviewed for 34 consecutivepatients with post-traumatic CCFpersonally treated by one of theauthors (PS) using latex detachableballoons during the 4-year period1996 - 2000.Results: Endovascular embolisationof 34 CCFs was attempted in 33patients. In 1 patient where the fistulawas a result of rupture of an intracavernousaneurysm, the fistulathrombosed spontaneously beforeembolisation was attempted. In the33 treated patients, the fistula wasoccluded in 30 cases (91%). Patencyof the internal carotid artery was preservedin 16 cases (53%).Conclusion: A high percentage(91%) of direct CCFs were successfullyoccluded with latex detachableballoons. There were no permanentneurological complications in any ofthe patients treated.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 it