Medical management of cutaneous lymphoma and associated ileus in a labrador dog
Bibliographic record
Abstract
A 6-year-old male Labrador dog was presented to the Small Animal Medicine unit of the Veterinary Clinical Complex, Veterinary College and Research Institute, Orathanadu with a history of hair loss and multiple skin lumps all over the body. The dog was treated for atopic dermatitis past three weeks. Clinical examination revealed generalized alopecia, lymphadenopathy and nodule-like skin lumps were noticed all over the body. Hemato-biochemical analysis revealed anaemia, lymphocytosis and hypoproteinemia. FNAC of skin lump revealed cutaneous lymphoma. Radiography and ultrasonography examination revealed no evidence of metastasis. The dog was treated with modified Wisconsin Madison protocol. On the 15th week of protocol dog showed a distended abdomen and constipation, further abdominal ultrasonography revealed a distended loop and ileus. Hence the present case was diagnosed as vincristine-associated ileus in a dog. Neostigmine was administered to restore the intestinal motility. The dog showed uneventful recovery from cutaneous lymphoma and as well as vincristine-associated ileus.
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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 | 0.002 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".