Effectiveness of Dupilumab for the Treatment of Generalized Prurigo Nodularis Phenotype of Adult Atopic Dermatitis
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
BACKGROUND: Generalized prurigo nodularis (GPN) is a debilitating, inflammatory skin disease characterized by chronic pruritus, signs of prolonged scratching, and multiple pruriginous papules and nodules. Recent studies identified several forms of GPN as a clinical phenotype of adult atopic dermatitis (AD). OBJECTIVE: The aim of the study was to evaluate the effectiveness of dupilumab (D) in adults affected by persistent AD showing a clinical feature of GPN. METHODS: A retrospective study was performed on adult patients affected with GPN clinical variant of AD, treated with D from July 2018 to March 2019. Atopic dermatitis severity was evaluated using the Eczema Area and Severity Index, visual analog scales ranging from 0 to 10 for pruritus, and Dermatology Life Quality Index. RESULTS: Ninety AD patients (52 males [57.7%]; mean age = 44.6 years; range = 18-66 years) were treated with D. In 9 (10.0%) of 90 cases, GPN pattern was observed. A significant improvement in Eczema Area and Severity Index, Dermatology Life Quality Index, and pruritus visual analog scale score was observed after treatment with D. CONCLUSIONS: Generalized prurigo nodularis is currently considered to be a rather common clinical pattern of adult AD. Dupilumab can be an efficacious treatment of this condition, especially in cases where history of atopy is recorded and conventional treatments are ineffective.
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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) | 0.001 | 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 | 0.000 |
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 it