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Record W2331760140 · doi:10.3899/jrheum.121387

Gain in Quality-adjusted Life-years in Patients with Rheumatoid Arthritis During 1 Year of Biological Therapy: A Prospective Study in Clinical Practice

2013· article· en· W2331760140 on OpenAlexvenueno aff
Louise Linde, Jan Sørensen, Mikkel Østergaard, Merete Lund Hetland

Bibliographic record

VenueThe Journal of Rheumatology · 2013
Typearticle
Languageen
FieldMedicine
TopicRheumatoid Arthritis Research and Therapies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineRheumatoid arthritisQuality of life (healthcare)Prospective cohort studyPhysical therapyClinical PracticeInternal medicineIntensive care medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: The quality-adjusted life-year (QALY) is used to measure outcome in rheumatoid arthritis (RA) studies; identification of drivers of a gain in QALY might help predict a treatment response. We investigated how changes in components of the Disease Activity Score-28 joints (DAS28) were associated with the European League Against Rheumatism (EULAR) and European Quality of Life 5 Dimensions (EQ-5D) responses; and what baseline variables predicted the change in QALY following 1 year of biological therapy. METHODS: Data were collected at baseline and after 3, 6, and 12 months of biological therapy in Danish patients with RA and included bDAS28, sociodemographic data, comorbidity, Health Assessment Questionnaire (HAQ), and EQ-5D scored using the Danish algorithm. A cross-tabulation based on EULAR versus EQ-5D responses was performed, and the association of each DAS28 component across the EULAR/EQ-5D response groups was tested. Predictors of a change in QALY were assessed in a multiple regression model including baseline clinical and patient-reported data as explanatory variables. RESULTS: In total, 315 patients entered the study; 77% were women, 78% IgM rheumatoid factor-positive, with mean age 55 (SD 13) years, disease duration 10 (SD 8) years, mean DAS28 4.9 (SD 1.2), HAQ score 1.22 (SD 0.70), and EQ-5D score 0.60 (SD 0.19). Sixty-eight percent of patients gained QALY; the mean gain was 0.14 (SD 0.13). The patient global score was strongly correlated with both EULAR and EQ-5D responses. The gain in QALY increased with increasing patient global score and number of swollen joints, but not with C-reactive protein (CRP). CONCLUSION: The subjective patient global score was the best baseline predictor of gain in QALY following biological therapy, while the objective CRP measure had no predictive value. It seems that no sharp demarcation between objective and subjective measures could be determined.

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)0.003
metaresearch head score (Gemma)0.008
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.033
GPT teacher head0.335
Teacher spread0.302 · 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

Citations13
Published2013
Admission routes1
Has abstractyes

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