The Assessment and Management of Tinea Capitis in Children
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
Tinea capitis is an infection of the scalp and hair shaft caused by dermatophyte fungi. It is seen in all age groups, and the incidence seems to be on the rise in North America. Clinical diagnosis of tinea capitis can be challenging, as symptoms can vary from minimal pruritus with no hair loss, to severe tenderness, purulence, and permanent scarring in inflammatory kerion lesions. The diagnosis of tinea capitis must be confirmed in the laboratory by using fungal stains or obtaining cultures, since treatment may be prolonged with potential side effects. Systemic therapy is needed because topical antifungals cannot effectively penetrate the hair shaft to eradicate the infection. Oral griseofulvin remains the standard treatment agent, but terbinafine and itraconazole are also effective alternatives (although currently without Food and Drug Administration approval).
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 | 0.000 |
| 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