MétaCan
Menu
Back to cohort
Record W2573460873 · doi:10.1136/jnnp-2016-315106.143

OCRELIZUMAB IN PRIMARY PROGRESSIVE MS: THE ORATORIO STUDY

2016· article· en· W2573460873 on OpenAlexaff
Gavin Giovannoni, Douglas L. Arnold, Amit Bar‐Or, de Sèze, Bernhard Hemmer, Xavier Montalbán, Kottil Rammohan, Jerry S. Wolinsky

Bibliographic record

VenueJournal of Neurology Neurosurgery & Psychiatry · 2016
Typearticle
Languageen
FieldMedicine
TopicCAR-T cell therapy research
Canadian institutionsMcGill UniversityNeuroRx Research (Canada)
Fundersnot available
KeywordsPlaceboMedicineOcrelizumabClinical endpointAdverse effectInternal medicineClinical trialSurgeryPathologyRituximab

Abstract

fetched live from OpenAlex

Introduction B cells are implicated in MS pathophysiology, including primary progressive MS (PPMS). Ocrelizumab (OCR) is a humanised monoclonal antibody that selectively targets CD20+ B cells. OCR was evaluated in PPMS in a Phase III, randomised, double-blind, placebo-controlled study (ORATORIO; NCT01194570). Methods Eligible PPMS patients were randomised 2:1 to receive OCR 600 mg or placebo every 24 weeks for ≥120 weeks, until a pre-specified number of 12-week confirmed disability progression (CDP) events occurred. The primary endpoint was time-to-onset of 12-week CDP. Secondary endpoints included: time-to-onset of ≥24-week CDP; changes in timed 25-foot walk (T25-FW), total T2 lesion volume at 120 weeks and total brain volume between 24 and 120 weeks; and safety. Results Compared with placebo, OCR significantly reduced: risk of 12- (24%; p=0.0321) and 24-week CDP (25%; p=0.0365); T25FW progression rate (29% [OCR: +39%; placebo: +55%; p=0.0404]); T2 lesion volume (OCR: –3.4%; placebo: +7.4%; p<0.0001); and brain volume loss rate (17.5% [OCR: –0.9%; placebo: –1.1%; p=0.0206]). Adverse events (AEs) and serious AEs were balanced between groups. Conclusions OCR is the first investigational therapy to meet key efficacy outcomes with a favourable safety profile in a Phase III PPMS study. Sponsored by F. Hoffmann-La Roche Ltd.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.019
GPT teacher head0.301
Teacher spread0.282 · 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 designRandomized 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

Citations0
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Neurology Neurosurgery & PsychiatrySame topicCAR-T cell therapy researchFrench-language works237,207