Bibliographic record
Abstract
Summary In the 2‐week period following a Standardbred yearling sale, 5 horses from the sale died or were subjected to euthanasia. Three were confirmed as equine herpesvirus type 1 myeloencephalopathy ( EHM ), while EHM was suspected in 2. Clinical abnormalities were reported in 77 of 177 (43.5%) other yearlings during the 14‐day period after the sale; however, no diagnostic testing was performed. Eleven secondary cases of suspected EHM in horses in contact with yearlings purchased at the sale were identified. No cases of EHM were identified associated with the same sale in 2003; however, there was no difference in morbidity with clinical abnormalities reported in 39/96 (41%) horses sold that year (P = 0.70). Yearling sales have an inherent risk of pathogen exposure and illness is common in purchased horses. Disease in these horses could have been associated with a wide range of respiratory pathogens; however, the incidence of confirmed or suspected primary and secondary EHM cases associated with the 2002 yearling sale highlight the potential for significant outbreaks of disease.
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 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".