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Record W2931488689 · doi:10.1016/j.jsxm.2019.01.256

250 Single Perineal Incision for Artificial Urinary Sphincter: An Analysis of Technique, Outcomes, and Experience

2019· article· en· W2931488689 on OpenAlexaff
Nahid Punjani, Garson Chan, Ernest Chan, Haider Abed, Jeffrey Campbell, Gerald Brock

Bibliographic record

VenueThe Journal of Sexual Medicine · 2019
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Diagnosis and Treatment
Canadian institutionsWestern University
Fundersnot available
KeywordsMedicineArtificial urinary sphincterUrinary incontinenceSurgeryBalloonProstatectomySphincterUrinary systemUrethral sphincterUrinary LeakageGold standard (test)ProstateInternal medicine

Abstract

fetched live from OpenAlex

Artificial urinary sphincter (AUS) placement is the gold standard for the treatment of severe post-prostatectomy urinary incontinence. Various surgical approaches of implantation have been described (perineal vs. penoscrotal), but both techniques use a traditional counter incision for regulating balloon placement. We present our experience with AUS implantation, which examines a large series of patients who underwent a minimally invasive single perineal incision AUS placement approach. Data was collected from all men undergoing artificial urinary sphincter placement by a single high-volume surgeon over an 18-year period of time (2000-2018). Demographic data and outcomes data related to sphincter placement was recorded from electronic medical records, which included subjective histories and questionnaires. Institutional ethics approval was received. A total of 145 AUS were placed over the study period. Of these, 84 were completed via a single perineal incision for both device and regulating balloon placement. Almost all 81 (96%) complained of pre-operative leakage of more than 3 pads per day. Post-operatively, 75% were satisfied with their continence, with 21 (25%) complaining of recurrent incontinence. A total of 5 (6%) patients had a post-operative infection, 10 (12%) patients had device erosion and 11 (13%) had a device malfunction, but only 3 (4%) had regulating balloon related dysfunction. A total of 24 (29%) patients required revision of their device at median of 20 months (IQR 6-32.5 months).

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)0.003
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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.046
GPT teacher head0.356
Teacher spread0.310 · 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

Citations1
Published2019
Admission routes1
Has abstractyes

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