Typical Carpal Tunnel Syndrome or Something More? A Plastic Surgeon’s Experience With Chronic Inflammatory Demyelinating Polyneuropathy
Bibliographic record
Abstract
Chronic inflammatory demyelinating polyneuropathy (CIDP) typically presents with widespread peripheral motor and sensory deficits that progress over a 2- to 3-month period. In this article, the authors report a case involving a 32-year-old pregnant woman presenting to hand clinic after a 3-month history of bilateral median nerve compression consistent with carpal tunnel syndrome. Carpal tunnel syndrome is a common complaint resulting from pregnancy-associated edema and is typically treated conservatively. However, upon follow-up, this patient displayed new signs of widespread peripheral neurological deficits, prompting a diagnosis of CIDP. In addition to this highly atypical presentation of CIDP, the patient’s symptoms spontaneously remitted throughout the pregnancy requiring no further treatment. This case highlights the heterogeneous nature of neurological disease presentation and the importance in considering alternative diagnosis in what may appear as clear-cut plastic surgery case.
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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 | 0.000 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".