Isolated Abducens Nerve Palsy in Multiple Myeloma With Hyperviscosity of the Serum
Bibliographic record
Abstract
A 40-year-old woman without contributory medical history was diagnosed as having IgA type multiple myeloma, based on the immunological and pathological investigation. Blood pathology demonstrated the rouleaux formation. Then, sudden onset of left-sided complete abducens nerve palsy (6NP) without pain was preceded to initiation of chemotherapy. Cranial and orbital magnetic resonance imaging, and cerebrospinal fluid examination demonstrated no abnormalities. Under chemotherapy, 6NP was resolved within 5 weeks. This is a first reported case of multiple myeloma presenting with 6NP without intracranial lesion. We speculated that 6NP might be caused by peripheral ischemia due to hyperviscosity of the serum. J Med Cases. 2012;3(6):373-374 doi: https://doi.org/10.4021/jmc855w
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".