Presumed intracranial and spinal subdural empyema secondary to periorbital abscesses in a golden retriever
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
Abstract Intracranial and spinal subdural empyema was presumptively diagnosed in a 2‐year‐old golden retriever secondary to periorbital abscesses. The patient initially presented to the referring veterinarian for right eye conjunctivitis, intermittent left head turn and reluctance to eat on the left side. The patient then suffered neck trauma from a rope, developing neck pain, left‐sided conscious proprioceptive deficits and right‐sided Horner's syndrome. Most signs resolved with medical management at the referring veterinarian, but neck pain persisted. Severe acute neurological deterioration occurred before presentation at our hospital, culminating in decerebrate rigidity and opisthotonos. Neurological exam revealed multifocal intracranial disease. Magnetic resonance imaging showed periorbital abscesses and extensive intracranial and cervical spinal subdural empyema. The owners elected for euthanasia and declined postmortem examination. Cerebrospinal fluid sampled immediately postmortem confirmed empyema. This is the first report of a presumed case of intracranial and cervical spine subdural empyema caused by periorbital abscesses in a dog.
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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 | 0.000 | 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) | 0.001 | 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 it