Convergence Paralysis as a Manifestation of Polyarteritis Nodosa
Bibliographic record
Abstract
Polyarteritis nodosa (PAN) is a rare, systemic necrotizing vasculitis of medium-sized arteries. The American College of Rheumatology criteria for the diagnosis of PAN includes at least three of: 1. weight loss < 4 kg, 2. livedo reticularis, 3. testicular pain or tenderness, 4. myalgias, weakness or leg tenderness, 5. mono-or polyneuropathy, 6. diastolic hypertension, 7. elevated blood creatinine or urea, 8. hepatitis B antigen or antibody in the serum, 9. aneurysms or occlusions of visceral arteries or 10. granulocytes on small or medium sized artery biopsy. Common sites of involvement include skin, joints, kidneys, gastrointestinal tract and peripheral nerves. Central nervous system involvement has been reported in up to 40% of cases; the usual manifestations are encephalopathy, focal deficits and seizures. Descriptions of PAN in the pediatric literature has been reported in fewer than 250 children.
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 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".