Bibliographic record
Abstract
Palmar hyperhidrosis denotes excessive eccrine sweating in the palms. The estimated incidence is 0.6 to 2.8% of the population. It is believed that the condition is due to a localized hyperactivity of sympathetic cholinergic fibers that pass through the upper dorsal sympathetic ganglia at T2-T3. Palmar hyperhidrosis often begins in childhood, becoming more severe in adolescence and young adulthood. The sweating is unrelated to ambient temperature but can be aggravated by stressful emotional situations. Palmar hyperhidrosis adversely affects the quality of life. Treatment is mainly symptomatic. When topical therapy with aluminum salts, iontophoresis, and systemic anticholinergics are unavailable, unsuccessful, or deemed unsatisfactory, injections of botulinum toxin should be considered. Endoscopic thoracic sympathectomy may be considered for the rare patient with intractable palmar hyperhidrosis resistant to conservative measures.
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.
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 | 0.002 |
| 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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".