Main versus segmental hepatic artery angioembolization in patients with traumatic liver injuries: A Western Trauma Association multicenter study
Bibliographic record
Abstract
INTRODUCTION: Hepatic angioembolization is highly effective for hemorrhage control in hemodynamically stable patients with traumatic liver injuries and contrast extravasation. However, there is a paucity of data regarding the specific location of angioembolization within the hepatic arterial vasculature and its implications on patient outcomes. METHODS: A post-hoc analysis of a multicenter prospective observational study across 23 centers was performed. Adult patients undergoing main hepatic artery angioembolization or segmental hepatic artery angioembolization within 8 hours of arrival were included. The primary outcome was liver-related complications, defined as perihepatic fluid collection, bile leak/biloma, pseudoaneurysm, hepatic necrosis, and/or hepatic abscess. Secondary outcomes were liver-related complication interventions, length of stay, and mortality. RESULTS: A total of 55 patients underwent hepatic angioembolization, with 23 (41.8%) undergoing main hepatic artery angioembolization and 32 (58.2%) receiving segmental hepatic artery angioembolization. Both groups were comparable in age, vitals, mechanism of injury, liver injury grade distribution, and injury severity score (all P > .05). The main hepatic artery angioembolization group had greater rates of overall liver-related complications (65.2% vs 31.2%, P = .039), specifically perihepatic fluid collection (26.1% vs 6.3%, P = .040) and bile-leak/biloma (34.8% vs 12.5%, P = .048). Main hepatic artery angioembolization had greater rates of 2 or more liver-related complications (47.8% vs 9.4%, P = .001) and readmission within 30 days (30.4% vs 9.4%, P = .046). No significant differences were observed in hospital length of stay and mortality (all P > .05). CONCLUSIONS: Main hepatic artery angioembolization is associated with increased rates of liver-related complications, multiple liver-related complications, and readmission within 30 days compared with segmental hepatic artery angioembolization. Thus, main hepatic artery angioembolization should be reserved for use only when segmental hepatic artery angioembolization is not feasible, albeit with significantly increased morbidity.
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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) | 0.000 | 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".