A critical appraisal of once-daily topical luliconazole for the treatment of superficial fungal infections
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
Luliconazole is a novel imidazole derivative, which has demonstrated in vitro efficacy against dermatophytes and Candida. The results from Phase III trials show that luliconazole 1% cream applied once daily for 2 weeks successfully resolved the clinical signs and symptoms as well as eradicated the pathologic fungi, which cause tinea pedis. A 1-week treatment with luliconazole 1% cream also produced favorable clinical and mycological results in clinical trials for tinea corporis and tinea cruris. Across trials, adverse events consisted mainly of localized reactions following application. The development of a new antifungal agent is timely due to mounting resistance among existing treatments. Because luliconazole requires a short duration of treatment, it may assist in reducing disease recurrence as a result of patient nonadherence.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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 it