Bibliographic record
Abstract
Abstract A 4‐year‐old, spayed, female, mix‐breed dog presented for acutely rolling to the left. She had developed an apathetic behaviour over the last 5 months and also recurrent urinary tract infections. On presentation, cardiac auscultation revealed a fast heart rate and premature beats. The dog was stuporous, with a head tilt to the left, abnormal eye position and movements and absent facial sensation on the left side of the head. Clinicopathologic analysis was consistent with hypothyroidism. Electrocardiography evaluation revealed an accelerated idioventricular rhythm interrupted by ventricular premature complexes. Postmortem examination revealed infarction of the right thalamus due to an occlusive thrombus associated with atherosclerosis, together with acute myocardial infarction of the left ventricular wall with an associated thrombus and atherosclerosis in a supplying coronary artery. This report illustrates a concurrent cardio‐cerebral infraction in a dog. Neurological and electrocardiographic abnormalities are explained, and the pathophysiology of the clinical signs is discussed.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".