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Record W2753965703 · doi:10.1111/ans.14153

Survival improvements with adjuvant therapy in patients with glioblastoma

2017· article· en· W2753965703 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueANZ Journal of Surgery · 2017
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineTemozolomideBevacizumabUnivariate analysisRecursive partitioningInternal medicineRadiation therapyClinical endpointSurgeryCancerOncologyClinical trialChemotherapyMultivariate analysis

Abstract

fetched live from OpenAlex

BACKGROUND: Evaluate survival of patients diagnosed with glioblastoma multiforme (GBM) managed with adjuvant intensity modulated radiation therapy and temozolomide since the introduction of the European Organisation for Research and Treatment of Cancer and National Cancer Institute of Canada Clinical Trials Group (EORTC-NCIC) protocol. METHODS: All patients with GBM managed between May 2007 and December 2014 with EORTC-NCIC protocol were entered into a prospective database. The primary endpoint was the median survival. Univariate predictors of survival were evaluated with respect to tumour resection, age and Eastern Cooperative Oncology Group (ECOG) performance status using log-rank comparisons. RESULTS: Two hundred and thirty-three patients were managed under the protocol and analysed for outcome. The median age was 57 years; the rate of gross total resection, subtotal resection and biopsy were 47.2%, 35.2% and 17.6%, respectively. At progression, 49 patients had re-resection, and in addition to second-line chemotherapy, 86 patients had Bevacizumab including 26 with re-irradiation. Median survival was 17.0 months (95% CI: 15.4-18.6). On univariate evaluation, extent of resection (P = 0.001), age, ECOG performance status and recursive partitioning analysis class III were shown to significantly improve survival (P < 0.0001). The median survival for gross total resection, age <50 years, ECOG 0-1 and recursive partitioning analysis class III were 21, 27, 20 and 47 months, respectively. CONCLUSION: This study confirms the significant improvement in median survival in GBM that has occurred in recent years since introduction of the EORTC-NCIC protocol. Further improvements have occurred presumably related to subspecialized care, improved resection rates, sophisticated radiotherapy targeting and early systemic salvage therapies. However, the burden of the disease within the community remains high and the median survival improvements over time have plateaued.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.034
Threshold uncertainty score0.311

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.023
GPT teacher head0.258
Teacher spread0.235 · 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