Allergic Contact Dermatitis due to Over-the-Counter Antifungal Nail Brush: Is Resacetophenone an Under-Recognized Allergen?
Bibliographic record
Abstract
Dermatitis®Ahead of Print LettersAllergic Contact Dermatitis due to Over-the-Counter Antifungal Nail Brush: Is Resacetophenone an Under-Recognized Allergen?David Pesqué, Laia Curto-Barredo, María Antonia Pastor-Nieto, Ramon M. Pujol, and Ana M. Giménez-ArnauDavid PesquéDepartment of Dermatology, Hospital del Mar- Institut Mar d'Investigacions Mèdiques, Universitat Autònoma de Barcelona (UAB).Search for more papers by this author, Laia Curto-BarredoDepartment of Dermatology, Hospital del Mar- Institut Mar d'Investigacions Mèdiques, Universitat Autònoma de Barcelona (UAB).Search for more papers by this author, María Antonia Pastor-NietoDepartment of Dermatology, Fundación Jiménez Díaz, Madrid, Spain.Department of Dermatology, University Hospital of Guadalajara, Guadalajara,Spain.Facultad de Medicina y Ciencias de la Salud, Universidad de Alcalá, Alcalá de Henares, Spain.Universidad de Castilla-La-Mancha, Castilla-La Mancha, Spain.Search for more papers by this author, Ramon M. PujolDepartment of Dermatology, Hospital del Mar- Institut Mar d'Investigacions Mèdiques, Universitat Autònoma de Barcelona (UAB).Search for more papers by this author, and Ana M. Giménez-ArnauE-mail Address: [email protected]Department of Dermatology, Hospital del Mar- Institut Mar d'Investigacions Mèdiques, Universitat Autònoma de Barcelona (UAB), Universitat Pompeu Fabra (UPF), Barcelona, Spain.Search for more papers by this authorPublished Online:24 Aug 2023https://doi.org/10.1089/derm.2023.0103AboutSectionsView articleView Full TextPDF/EPUB Permissions & CitationsDownload CitationsTrack CitationsAdd to favorites Back To Publication ShareShare onFacebookTwitterLinked InRedditEmail View article"Allergic Contact Dermatitis due to Over-the-Counter Antifungal Nail Brush: Is Resacetophenone an Under-Recognized Allergen?." Dermatitis®, , pp. FiguresReferencesRelatedDetails Volume 0Issue 0 Information© 2023 American Contact Dermatitis Society. All Rights Reserved.To cite this article:David Pesqué, Laia Curto-Barredo, María Antonia Pastor-Nieto, Ramon M. Pujol, and Ana M. Giménez-Arnau.Allergic Contact Dermatitis due to Over-the-Counter Antifungal Nail Brush: Is Resacetophenone an Under-Recognized Allergen?.Dermatitis®.ahead of printhttp://doi.org/10.1089/derm.2023.0103Online Ahead of Print:August 24, 2023PDF download
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.027 | 0.005 |
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".