The Association of Olfactory Impairment with Charcot Neuroarthropathy and Possible Links to Causation
Bibliographic record
Abstract
BACKGROUND: Charcot neuroarthropathy (CN) is a devastating complication of some diseases affecting the peripheral nervous system. Initial subjective and objective presentation of the disease can be variable. Common among all presentations seems to be uncontrolled inflammation yielding dislocations and/or fractures. The exact cause remains the subject of much debate. METHODS: Our study retrospectively looks at the function of olfactory function in consecutive patients with CN and compares the findings with a nonaffected population. The University of Pennsylvania Smell Identification Test was used to assess olfaction and document microsomia. RESULTS: Twenty consecutive patients presenting with CN demonstrated significant (P < .0001) microsomia when compared to an unaffected population with diabetes. CONCLUSIONS: Microsomia is strongly associated with CN. This finding may be correlated to voltage-gated sodium 1.7 channel impairment and appears to be a candidate precursor for the development of CN.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 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".