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Record W7014840432

Quality of life in prostate cancer: active surveillance versus radical prostatectomy

2015· dissertation· en· W7014840432 on OpenAlexaff

Bibliographic record

VenueMspace (University of Manitoba) · 2015
Typedissertation
Languageen
FieldMedicine
TopicProstate Cancer Diagnosis and Treatment
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsProstatectomyWatchful waitingProstate cancerUrinary incontinenceQuality of life (healthcare)Erectile dysfunctionProstateDepression (economics)
DOInot available

Abstract

fetched live from OpenAlex

Introduction: This purpose of this review is to summarize current literature surrounding quality of life research in men with prostate cancer who choose either active surveillance (AS) or radical prostatectomy (RP), targeting anxiety, urinary and sexual symptoms. Methods: A PUBMED search on anxiety, urinary, and sexual symptoms in active surveillance and prostatectomy in prostate cancer was performed using MESH search terms. Literature in English from 2005 to 2015 was included, and augmented with relevant articles found amongst reference lists. Thirteen original research articles were selected for review. Results: Men in AS vs RP groups do not significantly differ in terms of anxiety, depression or distress. A higher proportion of men have difficulty achieving erections firm enough for intercourse and higher rates of urinary incontinence after RP. No data was found comparing urinary obstructive symptoms in RP and AS, though obstructive symptoms are known to be higher in watchful waiting. Conclusion: Active surveillance is advantageous in having lower rates of erectile dysfunction and urinary incontinence, and is not associated with higher rates of anxiety. There are few studies comparing health related quality of life in active surveillance to radical prostatectomy, and more literature is required to fully understand the quality of life outcomes of each treatment choice.

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)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0030.003
Science and technology studies0.0000.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.034
GPT teacher head0.296
Teacher spread0.262 · 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

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueMspace (University of Manitoba)→Same topicProstate Cancer Diagnosis and Treatment→French-language works237,207→