Anti-musk Myasthenic Crisis in the Puerperium: The Management Dilemma
Bibliographic record
Abstract
Myasthenia gravis (MG) is a chronic neuromuscular junction (NMJ) dysfunction with a wide spectrum of neurological manifestations. MG is as a result of autoantibodies directed against NMJ at the postsynaptic level involving nicotinic or other postsynaptic antigens. The newly identified subtype of MG with antibodies against the muscle-specific receptor tyrosine kinase (Anti-MuSK) shows an unpredictable response to current MG treatment. The initial presentation of this disease entity often poses a diagnostic challenge and a treatment dilemma to the clinician. We present a case of life threatening Anti-MuSK-positive myasthenic crisis occurring during puerperium which required a temporary surgical airway and percutaneous endoscopic gastrostomy tube for feeding. She had dysphonia for 7 years but was not diagnosed. The complications and management dilemma of this case report are highlighted.
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How this classification was reachedexpand
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 | 0.020 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".