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Clinical outcomes of patients with metastatic castration-resistant prostate cancer (mCRPC) receiving radium-223 (Ra-223) early versus late in the treatment sequence.

2021· article· en· W3134553248 on OpenAlexaffabout
Lawrence Mbuagbaw, Jennifer Lowther, Richard M. Lee‐Ying

Bibliographic record

VenueJournal of Clinical Oncology · 2021
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Treatment and Research
Canadian institutionsUniversity of CalgaryBayer (Canada)McMaster University
Fundersnot available
KeywordsMedicineProstate cancerInternal medicineCohortDocetaxelAndrogen deprivation therapyRadium-223OncologyCancerBone metastasis

Abstract

fetched live from OpenAlex

136 Background: Ra-223 is the only targeted alpha therapy shown to prolong overall survival (OS) in men with mCRPC. The purpose of this real-world study is to evaluate clinical outcomes of patients (pts) when Ra-223 is used early (second-line) or late (third or later lines) for mCRPC. Methods: We used administrative databases in Ontario (2012-2017) to estimate OS from start of second-line life prolonging therapy (LPT), event free survival (EFS; time from start of second-line LPT to start of fourth-line or death) using counting process models, comparing 2 cohorts of patients: Early Ra-223 (2nd line) vs Late Ra-223 (3rd or later line). All models are adjusted for relevant fixed and time-varying covariates, including age, prostate specific antigen, hemoglobin, Charlson Comorbidity Index (CCI), use of bone health agents, prior systemic treatments, Gleason score, TNM score, Androgen Deprivation Therapy (ADT) and standardized pain score. Results: Data from 598 men in Ontario with mCRPC who received at least 2 lines of LPT, including Ra-223 in second line or later were analyzed (Early Ra-223=253; 42.3%; Late Ra-223=345; 57.7%). The mean age (standard deviation) at the start of first-line LPT was 72.2 years (8.8). Patients in the early Ra-223 cohort had a longer time from diagnosis of prostate cancer to receiving first-line LPT, a longer time from start of first-line to start of second-line LPT, and were less likely to receive docetaxel. The median number of Ra-223 cycles was 5 (range 3-6) and 4 (range 3-6) and the mean number lines of total LPT was 2.7 ± 0.9 (2.0 - 7.0) and 3.8 ± 0.9 (3.0 - 7.0) in the early and late Ra-223 cohorts, respectively. OS was better in the Early Ra-223 cohort compared to the Late Ra-223 cohort (Hazard Ratio [HR] 0.79; 95% Confidence Interval [CI] 0.66-0.95). EFS was better in the Early Ra-223 cohort compared to the Late Ra-223 cohort (HR 0.71; 95% CI 0.58-0.86). Time to first hospitalization and time to first emergency department visit was longer in the early Ra-223 cohort. Conclusions: Real-world data from Ontario, suggests that patients who received Ra-223 in second-line versus third-line or later had better outcomes. Patients who received Ra-223 early received less chemotherapy, but had better survival. The selection of patients who may benefit the most from Ra-223, and the optimal timing of the Ra-223 in the sequence of treatments, are being evaluated in a larger Canadian study including data from four Canadian provinces (REACTIVATE NCT04281147 ).

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 score0.231
Threshold uncertainty score0.460

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
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 head0.237
GPT teacher head0.518
Teacher spread0.281 · 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".

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Citations1
Published2021
Admission routes2
Has abstractyes

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