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A real-world comparison of multi-modality therapies in locally advanced gastro-esophageal junction (GEJ) cancers.

2018· article· en· W2791861582 on OpenAlexaffabout
Haider Samawi, Derek Tilley, Patricia A. Tang, Jennifer L. Spratlin, Richard M. Lee‐Ying, Winson Y. Cheung

Bibliographic record

VenueJournal of Clinical Oncology · 2018
Typearticle
Languageen
FieldMedicine
TopicGastric Cancer Management and Outcomes
Canadian institutionsAlberta Health ServicesUniversity of Calgary
Fundersnot available
KeywordsMedicineCarboplatinEpirubicinInternal medicineProportional hazards modelGastroenterologyPopulationOncologyCisplatinChemotherapySurgeryCancerBreast cancer

Abstract

fetched live from OpenAlex

96 Background: Trials show that addition of systemic therapy and/or radiation to surgery improves survival in GEJ cancers. However, the different regimens have not been directly compared. We examined population-based outcomes of 3 treatments: 1) neoadjuvant carboplatin and paclitaxel plus radiation (CROSS); 2) perioperative epirubicin, cisplatin, and fluoropyrimidine (MAGIC); and 3) cisplatin and fluoropyrimidine with radiation (CisFP). Methods: We reviewed patients diagnosed with GEJ cancer from 2005 to 2015 who received CROSS, MAGIC, or CisFP at 2 tertiary, 4 regional, and 11 community cancer centers in Alberta, Canada. Survival was assessed with Kaplan-Meier curves and compared with the log-rank test. A Cox proportional hazards model was constructed to evaluate the impact of treatment on overall survival (OS). Results: 331 patients were identified. Median age was 63 (IQR 56-69) years and 86% were men. CROSS was used in 217 (65%) cases followed by CisFP in 72 (22%) and MAGIC in 42 (13%). Age, sex, and stage were not associated with treatment selection (all p > 0.05), but a higher proportion of CROSS and CisFP patients had adenocarcinoma (86% and 85%, respectively) compared to MAGIC patients (41%) ( p < 0.01). CROSS and MAGIC correlated with higher surgical resection rates when compared to CisFP (82% vs. 79% vs. 50%, respectively, p < 0.01). Median OS favored CROSS and MAGIC rather than CisFP, but this was not statistically significant (29 vs. 34 vs. 20 months, respectively, p= 0.17). Adjusting for confounders, OS remained similar for MAGIC (HR 0.8, 95%CI 0.5-1.3, p= 0.36) and CisFP (HR 0.7, 95%CI 0.5-1.1, p= 0.10) when compared to CROSS. In addition, age > 65, advanced stage, and lack of surgical resection were associated with increased risk of death (HR 1.5, 95%CI 1.1-2.0, p= 0.02, HR 2.2, 95%CI 1.2-3.9, p< 0.01 and HR 4.1, 95%CI 2.8-5.9, p< 0.01, respectively). Conclusions: OS was similar across all 3 regimens, but outcomes were inferior to those seen in original trials. This observation suggests that GEJ patients in routine practice are different from study participants or that treatment selection may be driven by factors other than trial eligibility criteria.

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)0.006
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 score0.008
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.000
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 head0.136
GPT teacher head0.500
Teacher spread0.364 · 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
Published2018
Admission routes2
Has abstractyes

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