RETROSPECTIVE ANALYSIS OF CANINE TRANSMISSIBLE VENEREAL TUMOUR CASES IN TIRUNELVELI REGION OF TAMIL NADU
Bibliographic record
Abstract
A retrospective analysis was conducted to study the case occurrence of canine transmissible venereal tumours in Tirunelveli region of Tamilnadu during January 2015 to December 2017. A total of 151 cases of transmissible venereal tumour were reviewed. The incidence was more in female (81.5%) than male dogs (18.5%) and in animals in the age group of 2-6 years (80.1%). The breed-wise analysis revealed that the incidence was more common in Chippiparai dogs among the native breeds and Labrador and Spitz dogs among the exotic breeds. The incidence rate in Non-descript dogs (18.5 per cent). Higher incidence of TVT in native breeds of this region could be attributed to habitually yard-escaping nature of due to their guarding and hunting behavior. Chemotherapy with vincristine is considered to be the most effective therapy for canine TVT.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".