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Record W2070767684 · doi:10.1002/cncr.29285

Quality of life in patients with high‐risk prostate cancer improves with shorter course of androgen deprivation therapy

2015· article· en· W2070767684 on OpenAlexaboutno aff
Carrie Printz

Bibliographic record

VenueCancer · 2015
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Treatment and Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineProstate cancerAndrogen deprivation therapyQuality of life (healthcare)Randomized controlled trialTestosterone (patch)Radiation therapyAndrogenGuidelineInternal medicineCancerUrologyHormone

Abstract

fetched live from OpenAlex

A shorter course of androgen deprivation therapy (ADT) combined with radiotherapy (RT) leads to a quicker recovery of normal testosterone levels in patients with prostate cancer, resulting in better quality of life without affecting longterm outcomes, new research has found. The research, presented at the American Society for Radiation Oncology annual meeting (held in September, 2014 in San Francisco, California), analyzed data from 561 patients with high-risk prostate cancer in a multicenter, randomized phase 3 trial in Canada. Patients were randomized into 2 groups: one receiving 18 months of ADT and RT and the other receiving 36 months of ADT and RT. RT was initiated 4 months after the start of ADT in both groups. With a median follow up of 84 months, 55.7% of patients in the 18-month ADT group recovered to normal testosterone levels compared with 44.9% of patients in the 36-month ADT group. Furthermore, the median time to testosterone recovery was shorter in the patients receiving 18 months versus those receiving 36 months of ADT (47.2 months vs 73.2 months). Patients completed quality-of-life questionnaires prior to treatment, every 6 months during ADT, at 4 months after ADT, and then once a year for 5 years after treatment. As determined by the questionnaires, patients who had testosterone recovery had a better quality of life than those who did not. Currently, the ADT duration guideline for patients with high-risk prostate cancer is between 2 to 3 years. Because of the improvement in testosterone recovery and quality of life, the researchers say that 2 years of ADT may be a good step until final results are obtained.

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)0.002
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 score0.002
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.037
GPT teacher head0.344
Teacher spread0.307 · 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

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