Dermatophytosis in a Labrador Pup - A Case Report
Bibliographic record
Abstract
Dermatophytosis is a superficial fungal skin infection in animals that involves skin, hair and nails. It gained public health importance because of its zoonotic nature. The most common dermatophytes responsible for infection in small animals are Microsporumcanis, M gypseumand Trichophyton spp. A three-month old male Labrador pup was presented with clinical signs of patchy alopecia, mild pruritus, blackish discoloration of skin and erythema with crusts on ventral neck. Clinical examination revealed fluorescence on woods lamp test. The tape impression smears collected from the infected areas of skin were examined by lactophenol cotton blue staining which reveals typical macroconidia of the dermatophytes Microsporumspp.,and Trichophyton spp. Topical therapy with Miconazole and Chlorhexidine, adjuvant focal therapy with clotrimazole and oral supplementation of immune booster resulted in complete recovery in four weeks.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".