Severe Localized Vitiligo following Phototoxicity to Hydrochlorothiazide
Bibliographic record
Abstract
Dermatitis®Ahead of Print Pearls & ZebrasSevere Localized Vitiligo Following Phototoxicity to HydrochlorothiazideNour el Imene Ouni, Sana Mokni, Jacem Rouatbi, Maha Lahouel, Neila Fathallah, Taghrid Tlili, Nadia Ghariani Fetoui, Marouen Ben kahla, Najet Ghariani, and Mohamed DenguezliNour el Imene OuniAddress reprint requests to Nour el Imene Ouni, MD, Dermatology Department, Farhat Hached Hospital, University of Medicine, Sousse 4000, Tunisia, E-mail Address: [email protected]https://orcid.org/0000-0001-8052-8363From the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Sana MokniFrom the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Jacem RouatbiFrom the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Maha LahouelFrom the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Neila Fathallah†Pharmacovigilance Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Taghrid Tlili‡Anatomopathology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Nadia Ghariani FetouiFrom the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Marouen Ben kahlaFrom the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, Najet GharianiFrom the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this author, and Mohamed DenguezliFrom the *Dermatology Department, Farhat Hached Hospital, Sousse, Tunisia.Search for more papers by this authorPublished Online:27 Dec 2023https://doi.org/10.1089/derm.2023.0161AboutSectionsView articleView Full TextPDF/EPUB Permissions & CitationsDownload CitationsTrack CitationsAdd to favorites Back To Publication ShareShare onFacebookXLinked InRedditEmail View articleFiguresReferencesRelatedDetails Volume 0Issue 0 Information© 2023 American Contact Dermatitis Society. All Rights Reserved.To cite this article:Nour el Imene Ouni, Sana Mokni, Jacem Rouatbi, Maha Lahouel, Neila Fathallah, Taghrid Tlili, Nadia Ghariani Fetoui, Marouen Ben kahla, Najet Ghariani, and Mohamed Denguezli.Severe Localized Vitiligo Following Phototoxicity to Hydrochlorothiazide.Dermatitis®.ahead of printhttp://doi.org/10.1089/derm.2023.0161Online Ahead of Print:December 27, 2023 PDF 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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 0.002 |
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".