Hospital based Incidence of Bordetella bronchiseptica in Canines in Mizoram
Bibliographic record
Abstract
Bordetella bronchiseptica is one of the major pathogens affecting canine respiratory tract.The study was conducted in Veterinary Clinical Complex of the college involving a total population of 618 canines.After initial screening with clinical score study, 113 animals were selected based on the presence of respiratory tract symptoms.These animals were subjected to detailed study with culture and isolation, haemato-biochemical study, 12 animals were found to be affected with Bordetella bronchiseptica.The hospital based incidence of Bordetella bronchiseptica infections in dog was found to be 1.94% and the hospital based incidence of canine respiratory tract infection was 18.2% in Aizawl, Mizoram.The infection was more reported in dogs below 1 year of age (3.62%), more in males (2.11%), more in Labrador breed of dog (7.14%).Coughing (83.33%) was the predominant symptom observed in B. bronchiseptica infection in dogs. HIGHLIGHTSm First reported study of Bordetella bronchiseptica in canines in Mizoram m Coughing (83.33%) is the predominant syptoms in B. bronchiseptica infection.
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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 | 0.001 |
| 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) | 0.001 | 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 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".