Continence Promotion and Successful Aging: The Role of the Multidisciplinary Continence Clinic
Bibliographic record
Abstract
Incontinence is a common yet under-recognized issue that impacts quality of life, especially for older adults in whom there is often a multifactorial etiology. A retrospective chart review was performed on a representative sample of patients seen at our multidisciplinary continence clinic in Vancouver, Canada from January to December 2017 inclusive. Initial assessment was performed by the nurse continence advisor (NCA) or geriatrician depending on the source of referral. The pelvic floor physiotherapist (PFP) could then be consulted based on perceived need. The average age at assessment was 76 years old (range 29⁻102), with 82% of patients ≥65 years and 27% ≥85 years old. The majority of patients were referred for bladder incontinence (72%), with the remaining patients referred for bowel incontinence (28%) or pessary care (7%). Referrals came from a variety of sources including physicians (62%), nurses (22%), allied health care providers (12%) and self-referral (5%). Multimorbidity was common, with 40% of patients having a Charlson Comorbidity Index ≥6. The same proportion of patients (40%) were on ≥5 prescription medications. Many patients were functionally dependent for either instrumental activities of daily living (52%) or activities of daily living (25%). Non-pharmacologic treatments were commonly recommended, with the majority of patients counselled on lifestyle changes (88%) and taught Kegel exercises (70%). For patients seen by the geriatrician, modifications were made to non-continence medications in 50% of cases and medical comorbidities were optimized in 39% of cases. In terms of pharmacologic therapy, over-the-counter (OTC) medications were initiated in 45% of patients whereas continence-specific prescription medications were started in 17% of patients. A multidisciplinary continence clinic can play an important role in promoting successful aging by assessing and treating medical causes of incontinence in medically complex older adults.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".