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Record W4360600041 · doi:10.1097/lgt.0000000000000695

Current Practices in Brazil on Diagnosis and Management of Women With Vulvodynia

2023· article· en· W4360600041 on OpenAlexaff
Marcela Grigol Bardin, Paulo César Giraldo, Júlia Ferreira Fante, Camila Carvalho de Araújo, Marie‐Pierre Cyr, A.A. Marques

Bibliographic record

VenueJournal of Lower Genital Tract Disease · 2023
Typearticle
Languageen
FieldMedicine
TopicSexual function and dysfunction studies
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsMedicineVulvodyniaVulvaSex organPhysical therapyPelvic painDermatologySurgery

Abstract

fetched live from OpenAlex

OBJECTIVE: Vulvodynia (VVD) is a frequent and harrowing condition for which diagnosis and management remain insufficient. Our study aimed to describe and compare vulvovaginal signs and symptoms of Brazilian women with VVD and controls and describe previous medical assessment, past treatments, and vulvar pain relief among women with VVD. METHODS: This cross-sectional descriptive study included Brazilian women with (n = 151) and without VVD (n = 106). All women were assessed for vaginal infection, vulvar pain intensity by means of a cotton swab test based on a numerical rate scale, and answered the Female Sexual Function Index questionnaire and a structured instrument about current vulvar symptoms. Previous treatments were assessed in the VVD group, and vulvar pain relief achieved with previous treatments was qualified through a 4-point Likert scale. RESULTS: Volunteers were mainly White, with mean age of 30 years. Vulvovaginal signs and symptoms were significantly more frequent in women with VVD (p < .05), and vulvar pain duration was 5.8 (±4) years. More than 50% consulted with three or more physicians, and 49% remained without a conclusive diagnosis. Previous diagnosis and treatment of vulvovaginal infection were often reported by women with VVD. Most of the tried prescriptions were self-reported as providing only low vulvar pain relief. CONCLUSIONS: Prolonged duration of vulvar pain, multiple visits to health care professionals, and poor relief of pain are common aspects in the clinical history of women with VVD. In addition to pain, vulvar fissure, edema, erythema, vaginal discharge, and foul odor are common and should be considered to avoid misdiagnosis. Appropriate treatments to VVD are still poorly reported.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.040
Threshold uncertainty score0.080

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.051
GPT teacher head0.358
Teacher spread0.307 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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