Electrodiagnostic Characterization of Hereditary Neuropathy With Liability to Pressure Palsies
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVES: The study objective was electrodiagnostic characterization of a large cohort of patients with genetically confirmed hereditary neuropathy with liability to pressure palsies (HNPP). METHODS: A retrospective review was conducted on all patients with HNPP seen at the neuromuscular clinic (London, Canada) from 1977 to 2015. Clinical data obtained included patient characteristics, examination findings, and nerve conduction study results. RESULTS: A total of 46 patients were analyzed. The mean age and median disease duration were 42.6 and 5.0 years, respectively. Most patients had abnormalities on sural nerve conduction studies. The most common focal neuropathies at compressive sites were ulnar nerve at the elbow (85.7%), distal median nerve at the wrist (84.4%), and fibular nerve at the fibular head (36.7%). Distal median neuropathy was associated with a mean terminal latency of 6.64 milliseconds. CONCLUSIONS: The presence of polyneuropathy, median terminal motor latency prolongation, and multiple compressive neuropathies are the most common findings associated with HNPP.
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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 | 0.001 | 0.058 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it