Gender, age and breed pattern of diagnoses for veterinary care in insured dogs in Sweden during 1996
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
More than 200,000 dogs insured for veterinary care by one Swedish company at the beginning of 1996 were included in a retrospective cross-sectional study. Data from receipts for visits to veterinarians that were part of reimbursed veterinary care events, whose cost exceeded the deductible cost, were used to calculate the risk of cause-specific morbidity, both in total and stratified by gender, age and breed. Diagnoses were described by organic system, for example, cardiovascular, and by disease process, for example, neoplastic The most commonly affected system was the integument followed by the gastrointestinal and genital systems. The genital system was the most commonly affected system in females, within which 50 per cent of the affected bitches had pyometra. Inflammatory processes were most common, followed by symptomatic conditions, traumatic injuries and neoplastic conditions.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it