Erythema multiforme (Stevens-Johnson Syndrome) – Chart Review of 123 Hospitalized Patients
Bibliographic record
Abstract
The charts of 123 patients hospitalized with erythema multiforme were reviewed. Antecedent infections and the administration of drugs were associated with 15 and 32% of the cases, respectively. Pyrexia arthralgia, photosensitivity, abnormal liver function tests and abnormal urine sediment were common findings. The length of stay in hospital was 12.6 +/- 0.7 days (mean +/- SE), time to initial improvement after onset was 10.3 +/- 0.6 days and time to complete resolution was 23.0 +/- 2.4 days. The presence of bullous skin lesions and greater overall severity were associated with longer hospitalization. Antecedent respiratory tract symptoms were related to shorter hospitalization. Steroid therapy was not associated with a shorter time for initial improvement to occur, while the average length of stay in hospital was 4.2 days longer than that for the patients not treated with corticosteroid.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 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 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".