Occupational Contact Dermatitis to Textile Dyes in Airline Personnel
Bibliographic record
Abstract
Background: Reports of textile dye allergic contact dermatitis are becoming frequent in the literature. Occupational exposure to textile dyes has been reported, but less frequently. Objective: To report 2 cases of allergic contact dermatitis to Disperse Blue dyes 106 and 124 occurring in airline personnel. Methods: The patients were patch tested to the European or North American standard series, a textile dye series, and 1 patient was tested with pieces of textile from an airplane seat. Results: Patch testing elicited in both patients a 2+ reaction to Disperse Blue dyes 106 and 124, and a 1+ reaction to paraphenylenediamine in one patient. Conclusion: We describe 2 cases of occupational textile dye allergy occurring in airline personnel. Both cases showed the utility of Disperse Blue dyes 106 and 124 to serve as the screening allergens for textile dermatitis. Mandatory uniforms might be an occupational hazard in certain professions.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".