Diagnosis and management of pemphigus foliaceus in a dog
Bibliographic record
Abstract
A Labrador dog was presented with complaint of repeated skin problem with hair fall and bleeding from ear pinna, face, leg and tail along with pain while walking. On clinical examination, the animal had high temperature of 104.20 F along with bilateral symmetrical alopecia, erosive erythematous lesions on limbs, foot pad, tail and facial region. Pustules were seen on ventral abdomen and inner aspect of thighs. Haemogram revealed leukocytosis, lymphopenia and granulocytosis with mild anaemia. Skin scraping was positive for Demodex spp. of mite and impression smear was positive for budding yeast cells of Malassezia and neutrophils. Biopsy of the skin revealed exfoliative lesion with superficial acantholysis of epidermis along with acantholytic process in the external root sheath of hair follicle and collection of neutrophils suggestive of Pemphigus foliaceus. The animal was successfully treated with Prednisolone, Cephalexin, Amitraz, Ivermectin and Ketoconazole. The animal made an uneventful recovery.
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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) | 0.000 | 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 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".