<b>Effectiveness of Vitamin B1-6-12 Supplementation Compared With Vitamin B12 and Gabapentin in Patients With Diabetic Peripheral Neuropathy</b>
Bibliographic record
Abstract
<p dir="ltr">The use of gabapentin, a first-line drug for diabetic peripheral neuropathy (DPN), is limited by its side effects, leading to more frequent use of vitamin B as an alternative. This randomized controlled trial of 237 patients with diabetes and at least probable DPN assessed pain outcomes using the Revised Thai Short-form McGill Pain Questionnaire, Visual Analog Scale, Present Pain Intensity, and Monofilament risk score at baseline and 4 and 12 weeks. Gabapentin showed superior improvement across all measures compared with vitamin B1-6-12 and B12, supporting its role as first-line therapy. However, vitamin B1-6-12 remains a cost-effective alternative with lower side effect, warranting further economic evaluation.</p>
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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".