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Record W2953564944 · doi:10.3747/co.26.4485

Effectiveness of First-Line Treatments in Metastatic Squamous Non-Small-Cell Lung Cancer

2019· article· en· W2953564944 on OpenAlexvenueno aff
Benjamin Levy, James Signorovitch, Hongyan Yang, Oscar Patterson‐Lomba, Chan Xiang, Monika Parisi

Bibliographic record

VenueCurrent Oncology · 2019
Typearticle
Languageen
FieldMedicine
TopicLung Cancer Treatments and Mutations
Canadian institutionsnot available
FundersU.S. Food and Drug AdministrationCelgeneAstraZeneca
KeywordsMedicineCarboplatinInternal medicineHazard ratioGemcitabineProportional hazards modelLung cancerOncologyPaclitaxelDiscontinuationProgression-free survivalCancerChemotherapyGastroenterologySurgeryConfidence intervalCisplatin

Abstract

fetched live from OpenAlex

Background: Commonly used first-line (1L) chemotherapies for patients with advanced squamous-cell lung cancer (SCC) include gemcitabine–platinum (GP), nab-paclitaxel–carboplatin (nabpc), and sb-paclitaxel–carboplatin (sbpc) regimens. However, no head-to-head trials have compared those treatments. In the present study, we compared the efficacy of 1L GP, nabpc, and sbpc in patients with SCC and in patients with SCC who subsequently received second-line (2L) immunotherapy. Methods: Medical records of patients who initiated the 1L treatments of interest between June 2014 and October 2015 were reviewed by 132 participating physicians. Kaplan–Meier curves were used to evaluate overall survival (os), progression-free survival (PFS), and treatment discontinuation (TD), and then Cox proportional hazards regression was used to compare the results between the cohorts. Results: Medical records of 458 patients with SCC receiving GP (n = 139), nabpc (n = 159), or sbpc (n = 160) as 1L therapy were reviewed. Median os was longer with nabpc (23.9 months) than with GP (16.9 months; adjusted hazard ratio vs. nabpc: 1.55; p < 0.05) and with sbpc (18.3 months; adjusted hazard ratio: 1.42; p = 0.10). No differences were observed in PFS (median PFS: 8.8, 8.0, and 7.6 months for GP, nabpc, and sbpc respectively; log-rank p = 0.76) or in TD (median TD: 5.5, 5.7, and 4.6 months respectively; p = 0.65). For patients who subsequently received 2L immunotherapy, no differences in os were observed (median os: 27.3, 25.0, and 23.0 months respectively; p = 0.59). Conclusions: In a nationwide sample of SCC patients, longer median os was associated with 1L nabpc than with GP and sbpc. Median os for all 1L agents considered was similar in the subgroup of patients who sequenced to a 2L immunotherapy.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.002
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
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 head0.045
GPT teacher head0.429
Teacher spread0.385 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations8
Published2019
Admission routes1
Has abstractyes

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