SUCCESSFUL THERAPEUTIC MANAGEMENT OF DEMODICOSIS IN DOG
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A 5-month male Labrador dog weighing 10 kg was presented at Department of Teaching Veterinary Clinical Complex, Mumbai Veterinary College, Parel, Mumbai, Maharashtra.History of skin infection, continuous itching, alopecia, bleeding from wounds and hair fall. In addition, there was also a history of incomplete deworming and vaccination. Clinical examination revealed the presence of papules, crusts, exudates from lesions, hyper pigmentation, folliculitis and cellulitis.Upon skin scrapings and hair pluck examination, the mites of Demodex spp. were identified.The dog was treated with oral Sarolaner, Moxidectin, and Pyrantel pamoate(Simparica), cephalexin @ 30 mg per kg b.wt. and supportive therapy using immunostimulant, essential fatty acids,and topical chlorhexidine gluconate and miconazole shampoo. Dog showed complete recovery after 90 days of therapy.
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.
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 | 0.001 | 0.001 |
| 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 it