Intraoperative Anaphylaxis Following Injection of a Bleomycin-Gelatin Solution for Sclerotherapy
Bibliographic record
Abstract
During the perioperative period, the most commonly identified agents that are responsible for acute allergic reactions include antibiotics, neuromuscular blocking agents, opioids, chlorhexidine, and iodinated dyes for radiologic imaging. However, whenever an allergic reaction is suspected, all of the agents to which the patient has been exposed must be considered. Although bleomycin is utilized as the primary agent for sclerotherapy in the treatment of vascular malformations, other substances such as Surgiflo ® may be added to the bleomycin solution to increase its efficacy and promote thrombosis of the smaller vessels. These products are derived from animal collagen and contain gelatin which may lead to an allergic reaction. We present an 11-year-old girl undergoing sclerotherapy treatment of an extensive left lower extremity venous malformation who subsequently developed perioperative hemodynamic instability requiring intervention after receiving an injection of a bleomycin and Surgiflo ® solution. Further investigation identified gelatin in the Surgiflo ® as the causative agent of the allergic event. Previous reports of such reactions are reviewed and the perioperative care and treatment of patients who experience anaphylaxis is addressed. J Med Cases. 2022;13(4):159-162 doi: https://doi.org/10.14740/jmc3906
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".