Age and breed susceptibility of dogs to the causative agent of cystoisosporosis
Bibliographic record
Abstract
Cystoisosporosis refers to a protozoan parasitic disease caused by coccidia of the genus Cystoisospora canis in dogs, especially young ones. Pathogens are localized in the small intestine of animals and lead to an imbalance of microflora, indigestion, enteritis, and diarrhea. Knowledge of the epizootological features of this invasion makes it possible to carry out complex preventive measures more effectively and maintain well-being in certain territories. The research aimed to establish the dependence of the infection of dogs with the causative agent of cystoisosporosis on their age and breed. The conducted studies established that the age-related dynamics of cystoisosoporosis in the conditions of the city of Kharkiv were characterized by a decrease in the extent of infestation with the age of the dogs. The most affected were young animals up to 6 months of age, where the extent of infestation was 32.0 %. In dogs aged 6–12 months and 1–3 years, the extent of cystoisosporous infestation decreases to 18.9 and 4.7 %, respectively. Dogs aged 3 to 6 years and older than six were the least affected by cystoisospor oocysts, where the extent of infestation is 4.7 and 2.7 %, respectively. Breed susceptibility to cystoisosprosis is characterized by the most excellent infestation of mixed-breed dogs and purebred animals, where their average infestation was at the level of 22.0 %. Cystoisosporosis was less often diagnosed in dogs of hunting, service, and decorative breeds; the extent of infestation ranged from 10.3 to 14.3 %. In terms of breeds, the highest infestation by protozoan organisms was found in labrador retrievers (extensive infestation 6.0 %), German shepherds (3.9 %), dachshunds (3.5 %), Yorkshire terriers (3.2 %) and cocker spaniels (2.8 %). The obtained data allow us to take into account the obtained results regarding the age and breed susceptibility of dogs to coccidia of the genus Cystoisospora for timely diagnosis and prevention of cystoisosporosis.
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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 | 0.000 |
| 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) | 0.002 | 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".