Disseminated Cooccidiomycosis in Dogs in Cauvery Delta Region of Tamilnadu: A Zoonotic Concern
Bibliographic record
Abstract
Coccidioidomycosis a zoonotic fungal infection caused by the dimorphic fungus Coccidioides immitis acquiring from environment through the risk of exposure to infectious arthrospores with subclinical or clinical which is affecting the dogs reared in house with less exposure to sun. The present report describes the disseminated form of coccidiomycosis in Labrador dogs which affected the cutaneous, osseous, cardiac, ocular, nervous system, or other organ with variable clinical symptoms and so far not recorded in this Cauvery Delta region of Tamilnadu. The diagnosis was established by fungal culture and identification by microscopy and clinical assessment. The microscopic demonstration of dysjunctors of arthrospores arrangement and the fungal isolation along with histopathological examination proved to be a useful tool in presumptive diagnosis of Coccidiomycosis in Labrador Dogs.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".