Equinedegenerative myeloencephalopathy in five Quarter Horses: clinical and neuropathological findings
Bibliographic record
Abstract
This study reports the clinical signs, clinicopathological results, radiographic and neuropathological findings in 5 Quarter Horsefillies with equine degenerative myeloencephalopathy (EDM).EDM is considered to be one of the most frequent causes of spinal cord disease in the horse in the USA but, in Europe, it has been reported less frequently. The published European studies concern a few horses from different stables, but this is the first report in Europe of a cluster of cases from the same farm. The gait abnormalities in our horses may have been consistent with a more diffuse lesion of the spinal cord, since the thoracic limbs were less affected than the pelvic limbs. Moreover, all horses had significant reduction of the cutaneous local cervical and truncal reflexes. Clinical and neuropathological observations are consistent with those reported previously [...]
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".