Acute Onset of Chronic Inflammatory Demyelinating Polyneuropathy: A Case Report
Bibliographic record
Abstract
Acute onset chronic inflammatory demyelinating polyneuropathy (A-CIDP) with facial weakness and mild respiratory muscle weakness in the three episodes is rarely reported. We describe a Chinese man with A-CIDP who experienced weakness in both upper limbs as well as facial muscles, and his condition deteriorated in three different consultations over the span of 14 weeks. Patients with A-CIDP were more likely to have prominent sensory signs rather than motor signs and were less likely to have autonomic dysfunction, facial weakness, or need for mechanical ventilation. Our patient had facial weakness in the first and second episodes, and mild respiratory muscle weakness in the first and third episodes; hence, our patient was most likely an A-CIDP case different from those cases in the literature. Early recognition of A-CIDP in patients with apparent GBS is important so that proper diagnostic and therapeutic management can be initiated promptly. J Med Cases. 2016;7(12):524-526 doi: https://doi.org/10.14740/jmc2550w
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.006 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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".