Canine adenovirus type 2 infection in four puppies with neurological signs
Bibliographic record
Abstract
Four nine- to 11-week-old puppies developed respiratory and neurological signs due to an infection with canine adenovirus type 2 (cav-2); three of these were euthanased. They had moderate, diffuse pneumonia but there were no histological abnormalities in the central nervous system. Adenovirus-specific nucleic acid was detected by pcr in samples of lung and brain and the amplified product was 99.8 per cent homologous with the cav-2 reference strain Toronto a26/61. The positive pcr result was confirmed by in situ hybridisation in samples of lung, liver and spleen, but not in brain, and cav was isolated in cell culture from lung material; pcrs for canine distemper virus and canine herpesvirus-specific nucleic acids were negative, but large amounts of Bordetella bronchiseptica were isolated from lung material.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".