Insulin Neuritis and Effect of Pregabalin
Bibliographic record
Abstract
INTRODUCTION: Insulin neuritis (IN) is a rare condition that results in acute painful neuropathy. It occurs classically in patients with diabetes mellitus with uncontrolled sugar levels who are started on insulin therapy leading to a precipitous normalization of blood sugar levels. The condition is heralded by severe and generalized burning pain along with significant weight loss and mood issues. The diagnosis is mainly clinical and the etiology of IN remains obscure. METHODS AND RESULTS: We report on 2 cases who developed acute and excruciating neuropathic pain after institution of insulin therapy for poorly controlled diabetes mellitus. Both showed elucidate classical features of IN. CONCLUSIONS AND RELEVANCE: IN is a self-limited condition. Early recognition can lead to institution of appropriate therapy, which includes pain control and withholding insulin. Most cases do not require any work-up and resolve spontaneously.
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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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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".