An approach to the treatment of anogenital pruritus
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
The anogenital area is a common location for pruritic complaints. Specific terms for chronic itch in this location have included pruritus vulvae, pruritus ani, lichen simplex chronicus, and neurodermatitis. A male counterpart to pruritus vulvae, pruritus scroti, is less common. Acute anogenital pruritus is usually caused by infections or contact dermatitis. In chronic pruritus, inflammatory dermatoses and malignancies must be ruled out. In idiopathic anogenital pruritus or neurodermatitis, the skin findings should be limited to lichenification and excoriations. Skin findings may be entirely absent. When treating anogenital pruritus, topic irritants and potential sensitizers must be eliminated. Cleansing and toilet habits must be addressed. A short course of a high-potency topical steroid should bring moderate to complete relief. Sedating antihistamines may limit nighttime symptoms. In some patients, psychotropic agents are required to achieve adequate sedation. Antidepressants may be required in patients refractory to treatment or with underlying psychiatric disorders.
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) | 0.002 | 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