MétaCan
Menu
Back to cohort

MP28-16 THE ASSOCIATION OF NEW ONSET DIABETES AND MEDICAL THERAPY FOR BENIGN PROSTATIC HYPERPLASIA

2021· article· en· W3189780016 on OpenAlexaboutno aff
Jeannette Johnstone, Avril Lusty, D. Robert Siemens, J. Curtis Nickel, Mina Tohidi, Marlo Whitehead, Joan Tranmer

Bibliographic record

VenueThe Journal of Urology · 2021
Typearticle
Languageen
FieldMedicine
TopicUrinary Bladder and Prostate Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineHyperplasiaDiabetes mellitusLogistic regressionEpidemiologyInternal medicineGynecologyGerontologyEndocrinology

Abstract

fetched live from OpenAlex

You have accessJournal of UrologyBenign Prostatic Hyperplasia: Epidemiology & Evaluation (MP28)1 Sep 2021MP28-16 THE ASSOCIATION OF NEW ONSET DIABETES AND MEDICAL THERAPY FOR BENIGN PROSTATIC HYPERPLASIA Jeannette Johnstone, Avril Lusty, D. Robert Siemens, J. Curtis Nickel, Mina Tohidi, Marlo Whitehead, and Joan Tranmer Jeannette JohnstoneJeannette Johnstone More articles by this author , Avril LustyAvril Lusty More articles by this author , D. Robert SiemensD. Robert Siemens More articles by this author , J. Curtis NickelJ. Curtis Nickel More articles by this author , Mina TohidiMina Tohidi More articles by this author , Marlo WhiteheadMarlo Whitehead More articles by this author , and Joan TranmerJoan Tranmer More articles by this author View All Author Informationhttps://doi.org/10.1097/JU.0000000000002025.16AboutPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissionsReprints ShareFacebookLinked InTwitterEmail Abstract INTRODUCTION AND OBJECTIVE: Long-term medical management of benign prostatic hyperplasia (BPH) includes use of 5-alpha reductase inhibitors (5ARI) and alpha-blockers (AB). Studies have demonstrated an increased risk of comorbidities, including cardiac failure and diabetes mellitus with use of these medications, raising safety concerns. This study aims to determine the risk of developing diabetes with the use of AB and 5ARI in combination as well as monotherapy. METHODS: This population-based study used administrative databases to look at men over the age of 66 with a diagnosis of BPH between 2005 and 2015. Men were categorized based on exposure to 5ARI or AB. Primary outcome was new cardiac failure and new diagnosis of diabetes. Variables examined included exposure time to medication, age, and comorbidities and logistic regression was used for statistical analysis. RESULTS: There was a total 129 223 men with a BPH diagnosis and no prior history of diabetes mellitus. Of these, 6 390 were exposed to 5ARI, 39 592 exposed to AB, and 30 545 exposed to combination therapy. There was a statistically significant association with new onset of diabetes mellitus with these medication regimens compared to no medication use. Men treated with combination therapy of 5ARI and AB (OR 1.276; 95% CI 1.226-1.329), 5ARI monotherapy (OR 1.254; 95% CI 1.168-1.345), or AB monotherapy (OR 1.171; 95% CI 1.127-1.217) all showed increased association. When calculating risk of new diagnosis of diabetes measured from start of therapy, AB had a decreased risk in comparison to 5ARI monotherapy (OR 0.887; 95% CI 0.816-0.966). CONCLUSIONS: In this study, men with a BPH diagnosis and exposed to both 5ARI and AB therapy had an increased association of developing new onset diabetes mellitus when compared to no medication use. In a direct comparison of those that initiated monotherapy, 5ARI was shown to have an increased risk compared to AB. Source of Funding: This study was supported by the Institute for Clinical Evaluative Sciences (ICES), which is funded by an annual grant from the Ontario Ministry of Health and Long-Term Care (MOHLTC). Parts of this material are based on data and information compiled and provided by CIHI. The opinions, results, and conclusions reported in this paper are those of the authors and are independent from the funding sources and CIHI. No endorsement by ICES or the Ontario MOHLTC is intended or should be inferred © 2021 by American Urological Association Education and Research, Inc.FiguresReferencesRelatedDetails Volume 206Issue Supplement 3September 2021Page: e487-e487 Advertisement Copyright & Permissions© 2021 by American Urological Association Education and Research, Inc.MetricsAuthor Information Jeannette Johnstone More articles by this author Avril Lusty More articles by this author D. Robert Siemens More articles by this author J. Curtis Nickel More articles by this author Mina Tohidi More articles by this author Marlo Whitehead More articles by this author Joan Tranmer More articles by this author Expand All Advertisement PDF downloadLoading ...

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 score0.066
Threshold uncertainty score0.220

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0660.017

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 head0.022
GPT teacher head0.320
Teacher spread0.298 · 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

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueThe Journal of UrologySame topicUrinary Bladder and Prostate ResearchFrench-language works237,207