MétaCan
Menu
Back to cohort
Record W4206718482 · doi:10.1007/s40744-021-00415-8

Maintenance of Patient-Reported Outcomes in Baricitinib-Treated Patients with Moderate-to-Severe Active Rheumatoid Arthritis: Post Hoc Analyses from Two Phase 3 Trials

2022· article· en· W4206718482 on OpenAlexafffund
D. Sholter, Jianmin Wu, Bochao Jia, Hong Zhang, Kirstin Griffing, Julie Birt, Paulo Reis, Huaxiang Liu, Clifton O. Bingham

Bibliographic record

VenueRheumatology and Therapy · 2022
Typearticle
Languageen
FieldMedicine
TopicRheumatoid Arthritis Research and Therapies
Canadian institutionsUniversity of Alberta
FundersUCB PharmaSanofi GenzymeIncyteRegeneron PharmaceuticalsGilead SciencesSanofiAmgenPfizerCanadian Rheumatology AssociationEli Lilly and CompanyBristol-Myers Squibb
KeywordsPost-hoc analysisRheumatoid arthritisPost hocMedicinePhysical therapyInternal medicinePhase (matter)Clinical trial

Abstract

fetched live from OpenAlex

INTRODUCTION: Baricitinib has been shown to improve patient-reported outcomes (PROs) in patients with rheumatoid arthritis (RA) who are inadequate responders (IR) to conventional synthetic and biologic disease-modifying antirheumatic drugs (csDMARDs and bDMARDs, respectively). We assessed the ability of baricitinib 2-mg to maintain minimal clinically important differences (MCIDs) in PROs until week 24 among week 4 and 12 responders. METHODS: Data were from two phase 3 trials, RA-BUILD (NCT01721057; csDMARD-IR patients) and RA-BEACON (NCT01721044; bDMARD-IR patients). PROs included Pain Visual Analogue Scale, Health Assessment Questionnaire-Disability Index, Functional Assessment of Chronic Illness Therapy-Fatigue, Short-Form 36 Physical Component Score, and Patient's Global Assessment of Disease Activity. Outcomes were evaluated by proportions of patients achieving MCID improvements, number needed to treat (NNT) at weeks 4, 12, and 24, proportions of patients maintaining MCID responses at week 24 among week 4 or 12 responders, and median time to achieve substantial response with baricitinib 2-mg versus placebo. RESULTS: A higher proportion of baricitinib-treated patients achieved MCID improvements, with NNTs ranging from 5 to 8 for baricitinib 2-mg versus placebo at week 24. Generally, early MCID responses in PROs at weeks 4 or 12 were better maintained through week 24 in RA patients treated with baricitinib 2-mg versus placebo. Patients treated with baricitinib 2-mg also achieved substantial PRO responses or normative values more quickly than placebo. CONCLUSIONS: These results suggest baricitinib-treated patients with RA achieving MCID improvement in PROs at weeks 4 and 12 maintained those improvements over time and that substantial PRO responses were achieved quickly.

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)0.026
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.136

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0260.017
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0050.010
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.028
GPT teacher head0.332
Teacher spread0.304 · 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 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

Citations4
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueRheumatology and TherapySame topicRheumatoid Arthritis Research and TherapiesFrench-language works237,207