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Record W2038134217 · doi:10.1016/j.juro.2013.05.112

Incidence and Treatment Patterns in Males Presenting with Lower Urinary Tract Symptoms to the Emergency Department in the United States

2013· article· en· W2038134217 on OpenAlexaff
Florian Roghmann, Khurshid R. Ghani, Keith Kowalczyk, Naeem Bhojani, Jesse D. Sammon, Giorgio Gandaglia, Vincent Trudeau, Andreas Becker, Shyam Sukumar, Mani Menon, Kevin C. Zorn, Pierre I. Karakiewicz, Maxine Sun, Joachim Noldus, Quoc‐Dien Trinh

Bibliographic record

VenueThe Journal of Urology · 2013
Typearticle
Languageen
FieldMedicine
TopicUrinary Bladder and Prostate Research
Canadian institutionsCentre Hospitalier de l’Université de MontréalUniversité de Montréal
Fundersnot available
KeywordsMedicineGerontologyFamily medicineLibrary science

Abstract

fetched live from OpenAlex

PURPOSE: Due to varying clinical definitions of lower urinary tract symptoms, it has been difficult to determine comparable prevalence and incidence rates of lower urinary tract symptoms and their treatment modalities. We assessed the incidence of emergency department visits in men with lower urinary tract symptoms who presented to emergency departments in the United States and factors associated with an increased likelihood of hospitalization. MATERIALS AND METHODS: Emergency department visits from 2006 to 2009 associated with a primary diagnosis of lower urinary tract symptoms using established criteria were abstracted from the Nationwide Emergency Department Sample. Age adjusted incidence rates of emergency department visits and charges were calculated. We performed multivariable analysis to examine patient and hospital characteristics of those hospitalized and those with benign prostatic hyperplasia related adverse events. RESULTS: A weighted estimate of 1,178,423 emergency department visits for lower urinary tract symptoms was recorded with a national incidence of 197.6/100,000 males per year. A total of 112,288 visits (9.5%) resulted in hospitalization. Adverse events were identified in 734,269 patients (62.3%). The most common adverse events were catheterization in 44.6% of cases, infection in 17.4%, hematuria in 9.6%, bladder stones in 1.7%, hydronephrosis in 1.2% and acute renal failure in 0.1%. On multivariable analysis independent predictors of hospital admission included comorbidities, socioeconomic status, hospital characteristics and adverse events such as sepsis, acute renal failure and hydronephrosis. Independent predictors of adverse events included patient age, year of visit, socioeconomic status, hospital characteristics and concomitant neurological disease. In 2009 total emergency department charges for lower urinary tract symptoms were $494,981,922. CONCLUSIONS: The number of men with lower urinary tract symptoms who visit the emergency department has remained stable, while emergency department charges have increased by 40%. The rate of adverse events increased during the study period. These findings might suggest over reliance on medical and conservative therapy in the contemporary era.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.025
Threshold uncertainty score0.156

Codex and Gemma teacher scores by category

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

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 head0.025
GPT teacher head0.310
Teacher spread0.285 · 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 teacher head, 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

Citations19
Published2013
Admission routes1
Has abstractyes

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