Tavaborole – a treatment for onychomycosis of the toenails
Bibliographic record
Abstract
INTRODUCTION: Onychomycosis is a fungal nail infection that accounts for half of all nail diseases. Oral drugs on the market have adverse effects, while it is difficult for traditional topical drugs to penetrate the nail plate to reach the diseased nail bed. Tavaborole is a new drug that addresses the unmet needs of currently available treatments. Tavaborole (5%) is FDA approved for treating toenail onychomycosis and has shown antifungal activities against yeast, moulds and dermatophytes. AREAS COVERED: The objective of this article is to review the efficacy, pharmacokinetics, pharmacodynamics, and safety of tavaborole for treatment of toenail onychomycosis. Expert commentary: Tavaborole, with its unique mechanism, may be a good candidate for use in treating children with fungal infections, diabetic individuals, and treating mixed infections. Tavaborole may be paired with other therapies to potentially increase cure rates.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.006 |
| 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) | 0.001 | 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".