Toxic Epidermal Necrolysis Induced by Sulfonamide Eyedrops
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
PURPOSE: To describe a case of toxic epidermal necrolysis (TEN) triggered by sulfonamide eyedrops. METHODS: A 9-year-old white boy with type I diabetes developed fever, constitutional symptoms, and a widespread blistering rash within hours of beginning a course of sulfonamide eyedrops for conjunctivitis. The patient was intubated and treated with broad-spectrum antibiotics and systemic and topical corticosteroids. RESULTS: The patient survived and has bilateral acuities of 20/30 at 12 months of follow-up. Pathological examination of a skin biopsy sample confirmed the diagnosis of TEN. CONCLUSIONS: TEN is a rare but life-threatening side effect of topical sulfonamide eyedrops.
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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 | 0.001 |
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 it