Resistant Hilar Stricture Following Transarterial Bleomycin-Lipiodol Embolization for a Large Hepatic Hemangioma
Bibliographic record
Abstract
Symptomatic hepatic hemangiomas are commonly treated by transcatheter arterial embolization as an alternative to surgical resection. Bile duct complications are rare. An 80-year-old woman had a progressive refractory stricture postbleomycin transcatheter arterial chemoembolization. Magnetic resonance cholangiopancreatography showed that the hemangioma reduced in size, but there was a new 2 cm hilar stricture on cholangiopancreatography. Digital cholangioscopy and biopsy showed benign changes. Despite repeat dilations and stent treatments, she had persistent stricture and recurrent cholangitis. The stricture was not operable. The stricture was likely from angiosclerotic effects of bleomycin. The bile duct is prone to ischemic injury as it lacks dual blood supply.
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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 | 0.001 | 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 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".