Executive Summary of the Vulvodynia Therapeutic Research Summit
Bibliographic record
Abstract
The current treatment of provoked vestibulodynia involving neuroproliferation is often complete vestibulectomy; however, less invasive treatments are biologically plausible, yet lack study. The International Society for the Study of Women's Sexual Health, the National Vulvodynia Association, the Gynecologic Cancers Research Foundation, and Tight Lipped, a grassroots nonprofit organization that supports people with chronic vulvovaginal and pelvic pain, collectively sponsored a conference, the Vulvodynia Therapeutic Research Summit, held in April 2024. The primary objective of the Vulvodynia Therapeutic Research Summit was to identify options for further research of the treatment of provoked vestibulodynia through expert consensus. After the conference, attendees scored the presented therapeutics in rank order, leading to a hierarchy of merit. Fifteen therapeutic options were presented and ranked in order of most promising to least promising for further study on treating the neuroinflammation of provoked vestibulodynia. The top identified therapeutics for further research were: 1) ketotifen fumarate (mast cell stabilizer with potential to prevent mast cell activation), 2) resiniferatoxin (transient receptor vanilloid 1 agonist causing chemo-inactivation of nerve terminals), 3) specialized pro-resolving mediators or strategies to boost their levels (eg, maresin 1 and 1-trifluoromethoxy-phenyl-3-[1-propionylpiperidin-4-yl] urea), 4) luteolin (flavonoid with potent anti-inflammatory, antioxidant, and neuroprotective properties), 5) alpha-lipoic acid (antioxidant with nerve-specific anti-inflammatory and mast cell stabilizing qualities), and 6) NGFR121W -SNAP IR700 trimer exposed to near-infared light (photoablation targeting nociceptors and sparing surrounding tissue). This executive summary describes the rationale for identifying specific pharmacologic agents and medical devices as targets for research directed toward treatment of the neuroinflammatory process found in the vestibular mucosa of provoked vestibulodynia.
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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 | 0.014 | 0.016 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.013 | 0.005 |
| Open science | 0.004 | 0.007 |
| Research integrity | 0.011 | 0.009 |
| Insufficient payload (model declined to judge) | 0.171 | 0.110 |
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".