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Record W2581754174 · doi:10.1016/j.juro.2017.01.061

Variant Histology and Clinicopathological Features of Prostate Cancer in Men Younger than 50 Years Treated with Radical Prostatectomy

2017· article· en· W2581754174 on OpenAlexaff
Susan Prendeville, Michael Nesbitt, Andrew Evans, Neil Fleshner, Theodorus van der Kwast

Bibliographic record

VenueThe Journal of Urology · 2017
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Diagnosis and Treatment
Canadian institutionsUniversity Health Network
Fundersnot available
KeywordsMedicineProstatectomyProstate cancerHistologyProstateUrologyGynecologyCancerOncologyInternal medicine

Abstract

fetched live from OpenAlex

PURPOSE: While prostate cancer is primarily a disease of older men, young age prostate cancer represents an important clinical subgroup which has not been adequately studied. We evaluated the histopathological features and associated clinical behavior of prostate cancer in a cohort of younger men treated with radical prostatectomy. MATERIALS AND METHODS: The study included 171 men younger than 50 years with prostate cancer who were treated with radical prostatectomy at an academic institution between 2001 and 2015. Comprehensive pathology review was performed. Clinical and followup data were obtained from a prospectively maintained institutional database. RESULTS: Median age was 43 years (range 38 to 49). Of the tumors 42% were Gleason score 3 + 3 and 45% were 3 + 4 while Gleason score 4 + 3, 4 + 4 and 4 + 5 disease comprised 10.5%, 0.5% and 1% of cases, respectively. Mucinous carcinoma (greater than 25% extracellular mucin), an uncommon histological variant which comprises 0.2% of prostate cancers, was noted in 11 of our cases (6%). A further 21 cases (12%) of acinar adenocarcinoma had a less than 25% mucinous component. Followup data were available on 156 men (91%). Biochemical recurrence developed in 12 patients (19%) but there was no documented postoperative metastasis or death from disease in the cohort. All cases of mucinous carcinoma were associated with favorable clinicopathological characteristics. CONCLUSIONS: Our findings provide additional evidence that younger men with prostate cancer who are treated with radical prostatectomy mostly have favorable disease characteristics and outcomes. While the histopathological features in our series were generally comparable to those of older onset carcinoma, our cohort was enriched for tumors with a mucinous phenotype. Correlation with molecular-genetic analysis in this subset of tumors may be valuable.

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)0.001
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 score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.301
Teacher spread0.284 · 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

Citations15
Published2017
Admission routes1
Has abstractyes

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