Intracranial rheumatoid nodule causing recurrent transient neurological deficits
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
A 67-year-old man with rheumatoid arthritis developed recurrent acute onset of stereotyped focal neurological abnormalities. Cerebral imaging showed a mass lesion in the left parieto-occipital lobe. Imaging did not show the time evolution expected in stroke and so he underwent an extensive workup, which was inconclusive. Brain biopsy identified a rheumatoid nodule causing an extensive inflammatory reaction that mimicked a mass. Following treatment with intravenous corticosteroids and rituximab infusions, his clinical condition improved. While rheumatoid meningitis is well recognised, a rheumatoid nodule in the brain rarely presents as a mass lesion. Nevertheless, it is important to consider rheumatoid nodule in the differential diagnosis of a cerebral mass lesion in patients with rheumatoid arthritis.
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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 | 0.001 |
| 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 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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