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Record W4411099709 · doi:10.5489/cuaj.9250

Podium Session 3: Oncology-Prostate

2025· article· en· W4411099709 on OpenAlexvenueno aff
Editor CUAJ

Bibliographic record

VenueCanadian Urological Association Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Treatment and Research
Canadian institutionsnot available
Fundersnot available
KeywordsSession (web analytics)MedicineProstateOncologyInternal medicineMedical physicsComputer scienceWorld Wide WebCancer

Abstract

fetched live from OpenAlex

Introduction: Radical prostatectomy remains the gold standard for localized prostate cancer (ISUP grade 2-5).While robotic-assisted radical prostatectomy (RARP) has gained popularity as a minimally invasive approach, the incidence of postoperative SUI remains a concern.This study investigated the effectiveness of a novel intraoperative approach involving an early retrograde release of the urethra, implemented to minimize traction injury.This randomized controlled trial (RCT) compares this novel technique to a standard RARP approach, evaluating its impact on SUI and erectile function at six-month followup.Methods: This is a single-institution, randomized control trial taking place from December 2023 to December 2024.Fifty-six patients (34 in the experimental group, 22 in the control group) were included.Patients were randomly chosen for the control and experimental approach.Pathology data, including prostate size, TNM staging, and Gleason score were compared using a one-way ANOVA with Tukey test.ICIQ and IIEF scores were obtained from patients at the six-week and six-month followup points and statistical analysis was obtained through a one-way ANOVA and Tukey test analysis.Results: Fifty-six patients were enrolled, with 34 in the experimental group and 22 in the control group.Pathology data, including prostate size, TNM staging, and Gleason score were comparable between the control and experimental groups.ICIQ scores were significantly different between the control and experimental groups at six weeks (F=5.02362,p<0.05) and six months (F=5.33265).At six months, experimental participants saw a 48.2% improvement in ICIQ scores from baseline at six weeks, and control group participants saw a 32.2% improvement.Forty percent of the experimental participants were using no pads during the day or night, while only 25% from the control group had similar results.In terms of IIEF scores, both groups had comparable scores at six months.Conclusions: This single-institution, randomized study demonstrates an early retrograde urethral release during robotic-assisted radical prostatectomy that has a safe oncologic outcome, as well as benefits for patient incontinence status postoperatively compared to the standard retrograde approach.We hope to next have followup data available at the one-year mark.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.510
Threshold uncertainty score0.727

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.4900.187

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 head0.018
GPT teacher head0.316
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

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