Bibliographic record
Abstract
Case ReportA 55-year-old man developed an itchy, erythematous oedematous well-defined plaque 12 h after the application of an electrosurgical earthing plate on the left thigh.He was self-employed and worked as a windscreen repair mechanic.He was right handed and had a chronic dermatitis involving the right-thumb pulp and index finger.His work involved the use of acrylic resins to repair cracks in windscreens, although he protected his hands with latex gloves.Patch tests were performed to an extended European standard series, a (meth)acrylates series (Chemotechnique), his windscreen resin and the electrosurgical earthing plate (Niko).The reactions are shown in Table 1 and include several (meth)acrylates.There was a positive reaction to the patient's windscreen resin, suggesting that this exposure led to sensitization.(Meth)acrylates are present in the adhesive that attaches the electrosurgical earthing plate to the skin, which accounts for the acute allergic contact dermatitis that our patient developed at this site.
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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 | 0.000 | 0.000 |
| 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) | 0.007 | 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; both teacher heads agree on what is shown here.
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".