Orbital Cellulitis and Abscess After Botulinum Toxin Injection: A Case Report
Bibliographic record
Abstract
Orbital cellulitis is a sight-threatening condition that can lead to abscesses, intracranial complications, and vision loss. The objective of this article is to discuss the case of an otherwise healthy 37-year-old woman who developed orbital cellulitis complicated by a periorbital abscess after botulinum toxin injections. About a week after Botox injections, this patient slowly developed left periorbital erythema and edema and was admitted to the hospital for a total of 2 weeks. Despite treatment with antibiotics, she went on to develop a soft tissue abscess that needed prompt drainage with ultrasound guidance. This case highlights an uncommon but serious complication of botulinum toxin injections. Cases of orbital cellulitis should be treated early with antibiotics and monitored closely for the development of an abscess. Early intervention in the case of abscess formation is paramount to relieve pressure and prevent permanent vision damage.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.006 | 0.004 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.008 | 0.005 |
| 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".