A One Health approach to rabies management in Manitoba, Canada.
Bibliographic record
Abstract
A One Health approach was developed in the province of Manitoba in 2014 to manage human and domestic animal exposures to rabies. Manitoba Rabies Central is a collaboration of 3 provincial departments responsible for animal, human, and environmental health. Since the inception of the program 537 samples from animals suspected of rabies and causing an exposure to a human or domestic animal have been evaluated with 11.3% testing positive, 85.7% testing negative, and 3.0% being unfit for testing. Most of the positive rabies test results came from skunks (52.0%), which accounted for 12.5% of submissions. Dogs and cats accounted for 52.5% of submissions; however, only 18.9% of these animals tested positive for rabies. Domestic animals were more likely to be exposed to a rabid animal (most commonly skunks) than were humans. Humans were more likely to be exposed to dogs and cats (regardless of rabies test result).
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.
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".