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Record W4403053961 · doi:10.1056/nejmoa2401497

Standard or Extended Lymphadenectomy for Muscle-Invasive Bladder Cancer

2024· article· en· W4403053961 on OpenAlexfundaboutno aff
Seth P. Lerner, Catherine M. Tangen, Robert S. Svatek, Siamak Daneshmand, Kamal S. Pohar, Eila C. Skinner, Anne Schuckman, Arthur I. Sagalowsky, Norm D. Smith, Ashish M. Kamat, Wassim Kassouf, Melissa Plets, Rick Bangs, Theresa M. Koppie, Ajjai Alva, Francisco G. La Rosa, Sumanta K. Pal, Adam S. Kibel, Daniel Canter, Ian M. Thompson

Bibliographic record

VenueNew England Journal of Medicine · 2024
Typearticle
Languageen
FieldMedicine
TopicBladder and Urothelial Cancer Treatments
Canadian institutionsnot available
FundersNational Cancer InstituteNational Institutes of HealthCanadian Cancer Society
KeywordsBladder cancerLymphadenectomyMedicineUrologyCancerInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Whether extended lymphadenectomy is associated with improved disease-free and overall survival, as compared with standard lymphadenectomy, among patients with localized muscle-invasive bladder cancer undergoing radical cystectomy is unclear. METHODS: We randomly assigned, in a 1:1 ratio, patients with localized muscle-invasive bladder cancer of clinical stage T2 (confined to muscle) to T4a (invading adjacent organs) with two or fewer positive nodes (N0, N1, or N2) to undergo bilateral standard lymphadenectomy (dissection of lymph nodes on both sides of the pelvis) or extended lymphadenectomy involving removal of common iliac, presciatic, and presacral nodes. Randomization was performed during surgery and stratified according to the receipt and type of neoadjuvant chemotherapy, tumor stage (T2 vs. T3 or T4a), and a Zubrod's performance-status score (0 or 1 vs. 2; assessed on a 5-point scale, with higher scores indicating greater disability). The primary outcome was disease-free survival. Overall survival and safety were also assessed. RESULTS: Of 658 patients who were enrolled, 592 eligible patients were randomly assigned to undergo extended lymphadenectomy (292 patients) or standard lymphadenectomy (300). Surgery was performed by 36 surgeons at 27 sites in the United States and Canada. Neoadjuvant chemotherapy had been received by 57% of the patients. At a median follow-up of 6.1 years, recurrence or death had occurred in 130 patients (45%) in the extended-lymphadenectomy group and in 127 (42%) in the standard-lymphadenectomy group, and the estimated 5-year disease-free survival was 56% and 60%, respectively (hazard ratio for recurrence or death, 1.10; 95% confidence interval [CI], 0.86 to 1.40; P = 0.45). Overall survival at 5 years was 59% in the extended-lymphadenectomy group and 63% in the standard-lymphadenectomy group (hazard ratio for death, 1.13; 95% CI, 0.88 to 1.45). Adverse events of grade 3 to 5 occurred in 157 patients (54%) in the extended-lymphadenectomy group and in 132 (44%) in the standard-lymphadenectomy group; death within 90 days after surgery occurred in 19 patients (7%) and 7 patients (2%), respectively. CONCLUSIONS: As compared with standard lymphadenectomy, extended lymphadenectomy did not result in improved disease-free or overall survival among patients with muscle-invasive bladder cancer undergoing radical cystectomy and was associated with higher perioperative morbidity and mortality. (Funded by the National Cancer Institute and the Canadian Cancer Society; SWOG S1011 ClinicalTrials.gov number, NCT01224665.).

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0020.000

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 head0.036
GPT teacher head0.355
Teacher spread0.319 · 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 designRandomized trial
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

Citations62
Published2024
Admission routes2
Has abstractyes

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