Non-suppurative cerebellitis and cerebellar atrophy due to Neospora caninum infection in a Labrador Retriever mix
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
An adult female spayed Labrador Retriever mix presented to the Cornell University Hospital for Animals’ Emergency Service for a two-week history of progressive ataxia. Suspecting intervertebral disc disease, the patient had been prescribed prednisone by the referring veterinarian. The patient was adopted from a shelter and had no pertinent medical history. On physical exam, the patient exhibited hypermetria, titubation, and intention tremors. Magnetic Resonance Imaging (MRI) revealed cerebellar atrophy and cerebellitis. Cerebrospinal fluid analysis revealed eosinophilic pleocytosis. Titers for Toxoplasma gondii, Neospora caninum, Rickettsia rickettsii, and Canine Distemper Virus were submitted. A 4DX SNAP was performed for tick-borne diseases. The patient was prescribed doxycycline, trimethoprim sulfamethoxazole, clindamycin, folic acid, and prednisone. Serum titers were positive for Neospora caninum. This case report reviews the differential list and diagnostic plan for adult-onset, progressive cerebellar ataxia and discusses the disease process, treatment, and prognosis for adult dogs affected with neosporosis.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.001 | 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 it