A Rare Type of Bullous Disorder in a Child. Can It Be Chronic Bullous Disease of Childhood?
Bibliographic record
Abstract
Chronic bullous disease of childhood (CBDC), also known as childhood linear IgA bullous dermatosis, is a rare autoimmune disorder characterized by sub-epidermal blistering and linear deposition of immunoglobulin A at the demo-epidermal junction. Clinical manifestations in children include tense bulla (arranged annularly in the form of ring of pearl) and vesicles over the erythematous skin. Diagnosis is confirmed by skin biopsy from lesions showing sub-epidermal blisters in histopathological examination and linear deposition of IgA at the dermal-epidermal junction in direct immunofluorescence. Here, we report a case of CBDC in a 5-year-old child who was treated successfully with oral dapsone showing improvement in the skin lesions.
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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 | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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".