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Record W4387316859 · doi:10.48083/ujcr1584

Implementing HoLEP in an Academic Department With Multiple Surgeons in Training: Mentoring Is the Key for Success

2023· article· en· W4387316859 on OpenAlexvenueno aff
Clément Klein, T. Marquette, G. Capon, É. Alezra, Peggy Blanc, V. Estrade, Jean‐Christophe Bernhard, Franck Bladou, G. Robert

Bibliographic record

VenueSociété Internationale d’Urologie Journal · 2023
Typearticle
Languageen
FieldMedicine
TopicUrinary Bladder and Prostate Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineEnucleationPerioperativeComplicationProstateObservational studyRetrospective cohort studySurgeryBlood transfusionGeneral surgeryInternal medicine

Abstract

fetched live from OpenAlex

ObjectiveHolmium laser enucleation of the prostate (HoLEP) has been recommended for the surgical management of benign prostatic hyperplasia (BPH) in most of the international guidelines, regardless of prostatic volume. The main advantages reported by randomized clinical studies are reduced perioperative bleeding, catheterization time, and length of hospital stay, but this technique is also described as difficult to master with a steep learning curve. The objective of this study was to describe the clinical outcomes of HoLEP in the real-life setting of an academic department with multiple operators with no previous experience.MethodsA retrospective observational study was conducted including all consecutive cases performed in our department from April 2012 to October 2020. Over the study period, 31 different operators were involved. In April 2012, 2 surgeons were trained by an experienced urologist. The 29 others learned the technique progressively with the help of the first 2 surgeons (surgical mentoring).ResultsA total of 1259 patients were included. Preoperatively, the mean prostate volume and Qmax were 82.3 g and 9.4 mL/s, respectively. The mean operative time was 79.7 min. The intraoperative complication rate was 5.6% (n = 71), with the need for conversion being 0.6%. Postoperatively, the complication rate was 18.6% (n = 234). Surgeon’s experience reduced the perioperative complication rates (P = 0.01), operative time (P < 0.001), and length of hospital stay (P < 0.001), but the difference in blood transfusion rate was statistically non-significant (P = 0.3).ConclusionsMost of the 31 urologists in training were able to master HoLEP progressively, with good functional outcomes and acceptable complication rates. Supervision by trained urologists was critical for the safe dissemination of the technique in our department.

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)0.002
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.176
GPT teacher head0.442
Teacher spread0.266 · 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 designQualitative
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

Citations3
Published2023
Admission routes1
Has abstractyes

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Same venueSociété Internationale d’Urologie JournalSame topicUrinary Bladder and Prostate ResearchFrench-language works237,207