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Record W2767506942 · doi:10.1093/neuonc/nox168.022

ACTR-27. COMPLIANCE AND TREATMENT DURATION PREDICT SURVIVAL IN A PHASE 3 EF-14 TRIAL OF TUMOR TREATING FIELDS WITH TEMOZOLOMIDE IN PATIENTS WITH NEWLY DIAGNOSED GLIOBLASTOMA

2017· article· en· W2767506942 on OpenAlexaff
Zvi Ram, Chae‐Yong Kim, Garth Nicholas, Steven A. Toms

Bibliographic record

VenueNeuro-Oncology · 2017
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsOttawa Hospital
Fundersnot available
KeywordsTemozolomideMedicineGlioblastomaInternal medicineOncologyProgression-free survivalAdjuvantClinical trialOverall survivalChemotherapy

Abstract

fetched live from OpenAlex

Tumor treating fields (TTFields) are a physical anti-mitotic treatment modality characterized by their immediate mode of action and lack of a half-life. It has been shown previously that average monthly compliance with TTFields is correlated with overall survival in recurrent glioblastoma. A ≥75% compliance, i.e. an average daily use of at least 18h/d, has been suggested as a target for patients with recurrent glioblastoma when receiving TTFields as monotherapy. In the EF-14 phase 3 trial in newly diagnosed glioblastoma, TTFields were applied together with temozolomide (TTFields/TMZ) and led to superior progression free (PFS) and overall survival (OS) compared to TMZ alone. Patients in the TTFields/TMZ arm received TTFields for a median of 8.2 months (95%CI 7.9–9.3), with 13%, 3%, 1% and <1% of patients on therapy at 2, 3, 4 and 5 years, respectively. We looked at different TTFields compliance bins and correlated them with PFS and OS compared to TMZ alone. The results show a threshold value of 50% average monthly compliance with TTFields is needed in order to obtain extension of both PFS (HR 0.70 95%CI 0.47–1.05) and OS (HR 0.67 95%CI 0.45–0.99) versus TMZ alone. A trend in favor of longer PFS and OS was seen with higher compliance bins (>90% compliance: PFS HR 0.54 95%CI 0.37–0.79; OS HR 0.52 95%CI 0.35–0.79). A Cox model controlling for gender, extent of resection, MGMT methylation status, age, region and performance status indicated compliance is independent of these factors (HR 0.78; p=0.031; for OS at compliance ≥75% vs <75%). In conclusion, in the EF-14 trial a compliance threshold of 50% with TTFields treatment was correlated with significantly improved outcomes. The results clearly show that the higher patients’ compliance with TTFields, the better their outcomes. This effect was independent of other prognostic factors such as performance status, age and MGMT methylation.

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 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 score0.311
Threshold uncertainty score0.675

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.027
GPT teacher head0.311
Teacher spread0.284 · 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 teacher head, 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

Citations7
Published2017
Admission routes1
Has abstractyes

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