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Record W1972192442 · doi:10.1081/cnv-200050453

Benefit of Temozolomide Compared to Procarbazine in Treatment of Glioblastoma Multiforme at First Relapse: Effect on Neurological Functioning, Performance Status, and Health Related Quality of Life

2005· article· en· W1972192442 on OpenAlexaff
David R. Macdonald, G.M. Kiebert, Michael D. Prados, Alfred Yung, Jeffrey J. Olson

Bibliographic record

VenueCancer Investigation · 2005
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsOttawa Regional Cancer Foundation
Fundersnot available
KeywordsProcarbazineTemozolomideGlioblastomaMedicineQuality of life (healthcare)OncologyKarnofsky Performance StatusHealth related quality of lifeInternal medicineOverall survivalChemotherapyVincristineCancer researchDisease

Abstract

fetched live from OpenAlex

Since high-grade malignant gliomas can seldom be treated curatively, the main aim of first line therapy is to improve progression free survival (PFS), to reduce morbidity, and to preserve, if not restore neurological functions and the capacity to perform daily activities. Focusing on a single clinical efficacy parameter in clinical trials may provide a potentially biased result, as for patients the overall result of treatment entails a more complex picture of weighing and balancing gains and losses on different outcome measures. In this paper we address different clinical outcomes measures separately and we illustrate the value of multiple outcome measures using the results of a recent clinical trial comparing temozolomide with procarbazine in the treatment of Glioblastoma Multiforme. Compared with procarbazine, temozolomide not only prolonged PFS, but also maintained neurological functioning and performance status for a longer period of time, and also improved health-related quality of life (HRQL). All these statistically significant outcomes demonstrate a remarkable consistency. In addition, temozolomide showed a trend of extending overall survival over procarbazine.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.053
GPT teacher head0.316
Teacher spread0.264 · 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 designNon-randomized trial
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

Citations38
Published2005
Admission routes1
Has abstractyes

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