Delayed traumatic pneumocephalus and cervical pneumorrhachis in a dog
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 A 7‐year‐old female spayed Labrador Retriever was referred for generalised seizures which initiated 48 hours prior to presentation. Physical examination revealed facial asymmetry and enucleation of the right eye due to head trauma 6 years earlier. Neurological examination showed depressed mental status, absent menace response of the left eye, non‐ambulatory tetraparesis, absent postural reactions in all four limbs and normal spinal reflexes. Neuroanatomical localisation was prosencephalic (forebrain). MRI study of the brain allowed a diagnosis of pneumocephalus and pneumorrhachis as the cause of neurological signs. The dog was hospitalised and treated conservatively with anticonvulsants, antimicrobials and oxygen therapy. During hospitalisation, no further seizures were observed, the neurological condition improved progressively, and the dog was discharged with oral anticonvulsant treatment 4 days after admission. Eight months later, the dog was still seizure‐free, and the follow‐up MRI showed no lesions consistent with the previously diagnosed pneumocephalus and pneumorrhachis.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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 it