Clinicopathological Study of Canine Monocytic Ehrlichiosis in Kolkata, India
Bibliographic record
Abstract
Canine Monocytic Ehrlichiosis is a worldwide tick borne disease. In dogs, it is usually caused by Ehrlichia canis, gram-negative obligatory intracellular bacteria. Clinical signs, haemato-biochemical alterations and microscopical examination of blood smears were conducted in 60 different breeds of dogs of either sex presented to the Veterinary Clinical Complex, West Bengal University of Animal & Fishery Sciences, Kolkata between March and June 2019. The majority of dogs were presented with anorexia, pronounced lethargy, high rise of temperature and generalized lymphadenopathy. Morulae of Ehrlichia canis were found in blood smears from 12 dogs. The highest prevalence was found in Labrador. Many of the dogs had tick infestation and the ticks on dogs were identified as Rhipicephalus sanguineus. The most common haemato-biochemical alterations were marked anaemia, leukocytosis, erythropaenia, thrombocytopaenia, neutrophillia, lymphopaenia and eosinophilia followed by hyperproteinaemia, hypoalbuminaemia, hyperglobulinaemia, hyperbilirubinaemia, elevated activities of AST, ALT and ALKP, decreased increased BUN and creatinine levels. Majority of the dogs reflected a rapid clinical response to doxycycline along with supportive therapy.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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 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".