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Impact of baseline prognostic factors on progression-free survival at 6 months (PFS6) and response in patients receiving second-line therapy for advanced urothelial carcinoma (UC).

2013· article· en· W2589215978 on OpenAlexaff
Gregory R. Pond, Neeraj Agarwal, Joaquim Bellmunt, Toni K. Choueiri, Angela Qu, Ronan Fougeray, Günter Niegisch, Matt D. Galsky, Yu‐Ning Wong, Walter M. Stadler, Srikala S. Sridhar, Cora N. Sternberg, Guru Sonpavde

Bibliographic record

VenueJournal of Clinical Oncology · 2013
Typearticle
Languageen
FieldMedicine
TopicBladder and Urothelial Cancer Treatments
Canadian institutionsPrincess Margaret Cancer CentreMcMaster University
Fundersnot available
KeywordsMedicineInternal medicineHazard ratioProgression-free survivalAnemiaOverall survivalOncologyChemotherapyConfidence interval

Abstract

fetched live from OpenAlex

301 Background: PFS6 was identified to be a robust intermediate endpoint in the setting of second-line therapy for advanced UC (Sonpavde, ESMO Congress, 2012) We studied the impact of second-line prognostic factors (Sonpavde, ESMO Congress 2012) (liver metastasis [LM], anemia [Hb<10 g/dl], ECOG-performance status [PS] ≥1, time from prior chemotherapy [TFPC]) on PFS6 and response rate (RR) to enable comparison of outcomes across phase II trials. Methods: Twelve phase II trials evaluating second-line chemotherapy and/or biologics (n=748) in patients with progressive disease were pooled. PFS was defined as tumor progression or death from any cause. PFS6 was defined from the date of registration and calculated using the Kaplan-Meier method. Results: Data regarding progression, Hb, LM, PS and TFPC were available in 570 patients, who were considered evaluable. The mean age was 65.1 years, 45.3% had ECOG-PS ≥1, 30.2% had LM, 14.6% had anemia and TFPC was <6 months (mo) in 60.2%. The overall median PFS was 2.7 mo, PFS6 was 22.2% (95% CI: 18.8-25.9) and RR was 17.5% (95% CI: 14.5%-20.9%). PFS6 and RR varied significantly according to risk group (Table). For every unit increase in risk group, the hazard of progression in 6 mo increased by 41% and the odds of response decreased by 48%. Conclusions: PFS6 and RR vary as a function of prognostic factors in patients receiving second-line therapy for advanced UC. These data facilitate comparison of outcomes across phase II trials enrolling heterogeneous populations. [Table: see text]

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)0.004
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
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 head0.072
GPT teacher head0.437
Teacher spread0.365 · 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

Citations2
Published2013
Admission routes1
Has abstractyes

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