Fibrocartilaginous Embolism in a Dog
Bibliographic record
Abstract
Abstract. A five-year-old female Labrador Retriever was referred for the diagnosis of acute onset of tetraplegia with a three-week history. A neurological examination demonstrated lower motor neuron signs on the left forelimb and upper neuron signs on the both hindlimbs, suggesting a lesion at the spinal cord segments C6-T2. Radiographs of the cervical area did not show any pathological changes. MR images demonstrated a lesion at the C6, as a high intensity area on T2-weighted images, with minimal contrast-enhancement both on T1- and T2-weighted images. As a fibrocartilaginous embolism was the most likely diagnosis for the tetraplegia of the dog, a poor prognosis was given. Euthanasia and necropsy were performed and a definitive diagnosis of fibrocartilaginous embolism was made through a histopathological examination, since an ischemic infarction with a fibrocartilaginous tissue in the vessels around the lesion was observed.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.003 | 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".