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A randomised comparison of melphalan with prednisone or dexamethasone as induction therapy and dexamethasone or observation as maintenance therapy in multiple myeloma: NCIC CTG MY.7

2006· article· en· W2043759160 on OpenAlexaff
Chaim Shustik, Andrew R. Belch, Sue Robinson, S. Rubin, Sean Dolan, Michael J. Kovacs, Kuljit Grewal, David Walde, Robert M. Barr, Jonathan Wilson, Kulwant Gill, Linda M. Vickars, Leona Rudinskas, D Sicheri, Kenneth S. Wilson, Marina Djurfeldt, Lois E. Shepherd, Keyue Ding, Ralph M. Meyer

Bibliographic record

VenueBritish Journal of Haematology · 2006
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsIsland HealthWindsor Regional HospitalBC Cancer AgencySt. John’s Health Sciences CentreRoyal Victoria HospitalMoncton HospitalHumber River Regional HospitalLondon Health Sciences CentreQueen Elizabeth II Health Sciences Centre
Fundersnot available
KeywordsDexamethasoneMedicinePrednisoneMelphalanInduction therapyMultiple myelomaInternal medicineOncologyMaintenance therapyChemotherapy

Abstract

fetched live from OpenAlex

The effectiveness of melphalan plus dexamethasone (M-Dex) with melphalan plus prednisone (MP) as induction therapy and dexamethasone with observation as maintenance therapy was compared in 585 older patients with multiple myeloma. Randomization to the M-Dex arm was stopped as a result of an analysis performed which met a predetermined event-related criterion. Of 466 patients randomised to MP or M-Dex, no differences were detected in the respective median progression-free survivals (PFS) [1.8 vs. 1.9 years; Hazard Ratio (HR) = 0.88, 95% CI 0.72-1.07; P = 0.2] or overall survivals (OS) (2.5 vs. 2.7 years; HR = 0.91, 95% CI 0.74-1.11; P = 0.3). Of the initial 585 patients, 292 remained evaluable for maintenance therapy. Patients randomised to maintenance dexamethasone had a superior median PFS (2.8 years vs. 2.1 years; HR = 0.61, 95% CI 0.47-0.79; P = 0.0002). No difference in median OS was detected (4.1 years vs. 3.8 years; HR = 0.88, 95% CI 0.65-1.18; P = 0.4). The maintenance therapy results were robust when analysed by using two additional methodologies. Dexamethasone did not improve clinical outcome when combined with melphalan during induction; maintenance dexamethasone improved PFS, but this did not translate into a detectable survival advantage.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.241
Threshold uncertainty score0.715

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.067
GPT teacher head0.332
Teacher spread0.265 · 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

Citations82
Published2006
Admission routes1
Has abstractyes

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