Group-based pelvic floor muscle training for urinary incontinence in Postmenopausal Women: Tips and tricks for successful practice: ICS 2023 workshop
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Pelvic floor muscle training (PFMT) is the recommended first-line treatment for urinary incontinence and lower urinary tract symptoms. However, global availability of human and financial resources limits its accessibility. Group-based PFMT, which has been studied in postmenopausal women, offers a potential solution. This paper is based on the Group-based intervention for pelvic floor muscle dysfunctions in postmenopausal women workshop held during the 2023 International Continence Society Annual Scientific Meeting, in Toronto. It reviews the current evidence on group-based PFMT, discusses participant inclusion criteria, details the structure of the 12-week PFMT programme, presents remote group-based PFMT as an alternative to in-person group-based PFMT and proposes tips and tricks to empower clinicians in conducting Group-Based interventions for urinary incontinence and lower urinary tract symptoms.
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.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it