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Record W1775434070 · doi:10.1177/1715163515597242

A pharmacist’s guide to care of adult patients presenting with lower urinary tract symptoms

2015· article· en· W1775434070 on OpenAlexaffvenueabout
Geraldine G. Gabriel, Ross T. Tsuyuki, Adrian Wagg, Kathleen F. Hunter, Cara Tannenbaum, Cheryl A Sadowski

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2015
Typearticle
Languageen
FieldMedicine
TopicPelvic floor disorders treatments
Canadian institutionsInstitut Universitaire de Gériatrie de MontréalUniversité de MontréalUniversity of Alberta
Fundersnot available
KeywordsLower urinary tract symptomsMedicineOveractive bladderUrinary incontinenceUrinary systemFeelingStress incontinenceUrinary urgencyEmbarrassmentUrologyInternal medicinePhysical therapyProstatePsychologyAlternative medicine

Abstract

fetched live from OpenAlex

Lower urinary tract symptoms (LUTS) are associated with a broad range of conditions that are a result of dysfunction in either urine storage or voiding.1 Voiding dysfunction involves symptoms resulting from the bladder outlet or urethral pathology and this includes symptoms related to the prostate. Storage dysfunction involves urinary incontinence and is categorized into 3 conditions: stress urinary incontinence, urgency and mixed urinary incontinence. Overactive bladder is also a type of storage dysfunction and is characterized as a sense of urgency that may or may not be associated with urgency incontinence.1,2 Approximately 3.3 million (10%) Canadians have incontinence.1 Furthermore, a survey conducted in 2008 found that of Canadians aged 18 years and older, 57% of female respondents and 43% of male respondents had at least 1 lower urinary tract symptom.3 Although urinary symptoms are commonly experienced by adult Canadians, very few adults consult a health care professional for support. As few as 20% of adults with any type and frequency of LUTS reported seeking help, and for those adults with daily LUTS, only 50% reported consulting with a physician.4-6 The main barriers to seeking support from a health care professional were found to be a misunderstanding that these symptoms are a normal part of aging, a lack of awareness of available treatment options and a feeling of embarrassment.4 It is important to overcome these barriers and identify LUTS early because these symptoms significantly affect patients’ physical and mental well-being.7,8 A recent trial found that older women who were actively approached by their physician to receive incontinence treatment had improved symptoms and fewer incontinence episodes compared with women who were treated only when they sought physician care on their own.9 Because pharmacists are generally believed to be the most accessible and among the most trusted health care professionals10 and pharmacies are a major source of continence products, community-based pharmacists have the greatest opportunity to identify patients with LUTS and initiate appropriate interventions. Current LUTS identification, assessment and treatment guidelines are targeted to family physicians and specialists, so there is a need for evidence-based management recommendations to community pharmacists that will allow them to identify, assess, treat or refer to other care providers when approached by a patient with bothersome LUTS. Furthermore, with the expanding scope of pharmacist practice, a guide tailored to the pharmacist will help delineate the potential pharmacist intervention as part of a collaborative primary care team. The purpose of this project was to adapt a guide for Canadian community pharmacists who screen for or are sought out by community-dwelling adults with bothersome LUTS.

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.141
Threshold uncertainty score0.472

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.1410.078

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 head0.023
GPT teacher head0.286
Teacher spread0.264 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations3
Published2015
Admission routes3
Has abstractyes

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