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Real-world treatment patterns and clinical outcomes in patients receiving second-line (2L) treatment for advanced or metastatic gastric cancer (GC).

2019· article· en· W2912027461 on OpenAlexaffabout
Mayur M. Amonkar, David Gómez‐Ulloa, Smita Kothari, Winson Y. Cheung, Ian Chau, John Zalcberg, Núria Lara, Alfredo Falcone

Bibliographic record

VenueJournal of Clinical Oncology · 2019
Typearticle
Languageen
FieldMedicine
TopicGastric Cancer Management and Outcomes
Canadian institutionsBC Cancer Agency
Fundersnot available
KeywordsMedicineIrinotecanInternal medicineChemotherapyOncologyCancerCombination therapyProgression-free survivalPerformance statusCombination chemotherapyResponse Evaluation Criteria in Solid TumorsSurgeryProgressive diseaseColorectal cancer

Abstract

fetched live from OpenAlex

102 Background: Despite increased survival demonstrated for patients with advanced / metastatic GC due to 2L chemotherapy, different standard of care options exist. This study aims to describe RW treatment patterns and clinical outcomes in patients with advanced / metastatic GC receiving 2L treatment. Methods: Retrospective chart review study conducted in Australia, Canada, Italy and UK. Patients diagnosed with metastatic / unresectable GC receiving 2L treatment between January 2013 and July 2015 were enrolled. Patient characteristics, treatment patterns and clinical outcomes were captured for 12 months from the start of 2L treatment or until death. Results: 280 patients were included (mean age 60.9 years, 68.9% male). Half of the patients (51.8%) received monotherapy in 2L. Among these, taxanes were most prescribed (69.0%) followed by irinotecan (22.1%). Doublet chemotherapy was the most common combination therapy in 2L (75.6%) with fluoropyrimidine + irinotecan (33.3%) being the most used, followed by fluoropyrimidine + platinum (17.8%). Less than a third of patients (29.3%) received subsequent third-line (3L) treatment; 62.7% received monotherapy [mainly taxanes (69.2%) or irinotecan (19.2%)]. Most 3L patients who had combination therapy received a doublet (86.7%), most frequently fluoropyrimidine combined with irinotecan (53.3%) or platinum (20.0%). The majority of 2L patients (93.6%) had received combination therapy as first-line treatment, of whom 67.9% had received triplet chemotherapy, most commonly anthracycline + fluoropyrimidine + platinum (51.1%). Estimated median real-world progression free survival (PFS) and overall survival (OS) after 2L treatment initiation was 3.09 (95% CI: 2.76-3.68) and 6.54 (5.29-7.76) months, respectively, and estimated probability of PFS and OS at 12 months was 8% and 26%, respectively. Conclusions: The clinical management of advanced / metastatic GC patients in 2L treatment commonly involves taxanes or irinotecan as monotherapy, or irinotecan or platinum-based combinations with fluoropyrimidines. RW clinical outcomes for 2L treatment are similar to randomised controlled trials but remain poor.

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 score0.013
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
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 head0.143
GPT teacher head0.496
Teacher spread0.353 · 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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Citations0
Published2019
Admission routes2
Has abstractyes

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