MétaCan
Menu
Back to cohort
Record W2529767754 · doi:10.1016/j.urpr.2016.06.002

Current Practices in the Surgical Management of Female Stress Urinary Incontinence: A Survey of Canadian Urologists and Gynecologists

2016· article· en· W2529767754 on OpenAlexaffabout
Marc Whoriskey, Baharak Amir, Karthik Tennankore, Ashley Cox

Bibliographic record

VenueUrology Practice · 2016
Typearticle
Languageen
FieldMedicine
TopicPelvic floor disorders treatments
Canadian institutionsDalhousie University
Fundersnot available
KeywordsMedicineSling (weapon)Urinary incontinenceStress incontinenceGeneral surgeryGynecologySurgeryUrology

Abstract

fetched live from OpenAlex

INTRODUCTION: We assessed the practices of urologists and gynecologists who manage stress urinary incontinence surgically to examine the impact of the FDA (U.S. Food and Drug Administration) and/or Health Canada statements on pelvic floor mesh. We also determined how urologists and gynecologists manage recurrent stress urinary incontinence and complications of mesh mid urethral slings. METHODS: We conducted an online survey of urologists and gynecologists who were members of the Canadian Urological Association or Society of Obstetricians and Gynaecologists of Canada. RESULTS: Mid urethral sling was the most common surgery for stress urinary incontinence performed by urologists and gynecologists (100% vs 84%, p=0.0002). The majority of respondents (87%, 119 of 137) were aware of the FDA and/or Health Canada statements and 66% of physicians altered the way they counseled patients before mid urethral sling surgery. An equal proportion of urologists and gynecologists altered their surgical management of stress urinary incontinence due to patient concerns (31% vs 36%) and due to FDA and/or Health Canada statements (16% vs 13%). Repeat mid urethral sling was the most common method of treating recurrent stress urinary incontinence and urologists were more likely than gynecologists to manage complications of mid urethral sling (58% vs 41%, p=0.0286). Chronic pain (33%) and vaginal mesh erosion (26%) were the most common concerns overall. CONCLUSIONS: Mid urethral sling was reported as the most commonly performed surgery for stress urinary incontinence by urologists and gynecologists after the FDA and Health Canada statements. Both groups altered their surgical practices most commonly due to patient concerns, indicating that negative media attention is impacting the way in which urologists and gynecologists practice when surgically managing stress urinary incontinence in Canada. Variation exists between urologists and gynecologists when it comes to managing complications related to mid urethral sling.

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)0.005
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 score0.943
Threshold uncertainty score0.115

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.054
GPT teacher head0.353
Teacher spread0.299 · 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

Citations1
Published2016
Admission routes2
Has abstractyes

Explore more

Same venueUrology PracticeSame topicPelvic floor disorders treatmentsFrench-language works237,207