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Record W2909320605 · doi:10.1097/ju.0000000000000031

Active Surveillance of Prostate Cancer is a Viable Option for Men Younger than 60 Years

2019· article· en· W2909320605 on OpenAlexaff
Keyan Salari, David Kuppermann, Mark A. Preston, Douglas M. Dahl, Glen W. Barrisford, Jason A. Efstathiou, Michael L. Blute, Danny Vesprini, Andrew Loblaw, Anthony L. Zietman, Laurence Klotz, Adam S. Feldman

Bibliographic record

VenueThe Journal of Urology · 2019
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Diagnosis and Treatment
Canadian institutionsHealth Sciences CentreUniversity of TorontoSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicineProstate cancerProstateGynecologyOncologyCancerInternal medicine

Abstract

fetched live from OpenAlex

PURPOSE: At most centers strict age criteria are lacking for eligibility for active surveillance of prostate cancer. Younger men are often counseled to undergo definitive treatment despite limited data on the outcomes of active surveillance in younger men. We compared clinical characteristics and outcomes in men who enrolled in active surveillance at age less than 60 vs 60 years old or older. MATERIALS AND METHODS: We retrospectively reviewed the records of 2 institutional cohorts of a total of 2,084 men in whom prostate cancer was managed by active surveillance between 1995 and 2016. We compared outcomes in men who began active surveillance at age 60 vs 60 years or older using the Kaplan-Meier method and Cox proportional hazards regression. RESULTS: We identified 417 and 1,667 men who began active surveillance at younger than 60 and 60 years old or older, respectively, who met study inclusion criteria. At a median followup of 6.2 years we found no significant difference between men younger than 60 and 60 years old or older in the 5-year rates of biopsy progression-free survival (83% vs 83%), treatment-free survival (74% vs 71%), metastasis-free survival (99.7% vs 99.0%) or prostate cancer specific survival (100% vs 99.7%). Of the younger men 131 (31%) ultimately underwent treatment, including for pathological progression in 67% and prostate specific antigen progression in 18%. On multivariate analysis significant predictors of biopsy progression and progression to treatment among younger men were 20% or greater involvement of any core on diagnostic biopsy (HR 2.21, p = 0.003) and prostate specific antigen density 0.15 ng/ml/ml or greater (HR 1.93, p = 0.01). CONCLUSIONS: Active surveillance is a viable option in select men younger than 60 years with low volume, low risk prostate cancer. However, patients must be surveyed closely and understand the significant likelihood of ultimately requiring treatment.

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)0.000
metaresearch head score (Gemma)0.002
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 score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0030.000

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 head0.013
GPT teacher head0.286
Teacher spread0.273 · 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

Citations30
Published2019
Admission routes1
Has abstractyes

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