Pharmacologic Treatment of Idiopathic Chilblains (Pernio): A Systematic Review
Bibliographic record
Abstract
Idiopathic chilblains is a cold-induced inflammatory condition that causes significant morbidity. When preventative measures alone are inadequate, oral nifedipine is generally recommended as first-line pharmacologic therapy. Given the natural course of this spontaneously remitting/relapsing condition, controls are needed to critically appraise studies and determine the value of treatments. We report a systematic review of placebo-controlled or comparative therapeutic trials for the treatment of idiopathic chilblains. Our search of PubMed, Embase, and Cochrane databases, identified 11 studies that met our inclusion criteria for a combined study population n = 576. Therapies included nifedipine, pentoxifylline, tadalafil, topical glyceryl trinitrate (GTN), topical minoxidil, diltiazem, corticosteroids, and vitamin D. There was moderate evidence to support the use of nifedipine and pentoxifylline in the treatment of severe or refractory cases of idiopathic chilblains, while other therapies had inadequate evidence or nonsignificant results compared to placebo.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.004 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".