Recurrent Allergic Contact Dermatitis to Bacitracin Used in Pocket Irrigation During Breast Reconstruction Surgery
Bibliographic record
Abstract
Allergic contact dermatitis (ACD) is a delayed-type hypersensitivity reaction that presents as a pruritic eczematous rash occurring 24 to 48 h after allergen exposure. It is a surgical complication that can impact people's quality of life after plastic surgeries. A 44-year-old female with right breast cancer presented with three recurrent episodes of severe pruritic cutaneous eczematous eruption over her right breast extending down to her trunk and vulva each time soon after her multiple breast surgeries. She was labeled as having allergies to several intravenous antibiotics received perioperatively. She was then patch tested with a positive reaction to bacitracin, a component of a modified double antibiotic solution used for pocket irrigation intraoperatively. It highlights the need for plastic surgeons to consider ACD to bacitracin in patients with dermatitis soon after having bacitracin for pocket irrigation or implant soaking during breast surgeries. Comprehensive patch testing can delineate the cause of surgery-related ACD.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.001 | 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".