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Record W2018554322 · doi:10.1186/1546-0096-9-s1-p164

Efficacy and safety of tocilizumab (TCZ) in patients with systemic juvenile idiopathic arthritis (SJIA): tender 52-week data

2011· article· en· W2018554322 on OpenAlexaff
Fabrizio De Benedetti, HI Brunner, Nicolino Ruperto, Rayfel Schneider, Patricia Woo, Rubén Burgos‐Vargas, Pavla Doležalová, Rik Joos, N Wulffraat, Zbyszek Zuber, Francesco Zulian, R Allen, Diane E. Brown, Jeffrey Chaitow, Manuela Pardeo, Graciela Espada, B. Flatø, V. Gerloni, Gerd Horneff, Stephen J. Wright, A. Kenwright, Daniel J. Lovell, Alberto Martini

Bibliographic record

VenuePediatric Rheumatology · 2011
Typearticle
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsHospital for Sick Children
Fundersnot available
KeywordsTocilizumabMedicineArthritisRefractory (planetary science)JuvenileInternal medicineDisease

Abstract

fetched live from OpenAlex

Purpose Treatment options for sJIA are limited. Excessive IL-6 production has been implicated in several manifestations of this disease. In a previous Japanese study, TCZ, an IL-6 receptor inhibitor, improved arthritis and systemic features of patients with refractory sJIA. We present efficacy and safety of TCZ in patients with active sJIA who were treated for ≥52 wks in the global, 3-part, 5-yr, phase 3, multicenter TENDER study. Methods

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)0.000
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 score0.016
Threshold uncertainty score0.690

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.026
GPT teacher head0.251
Teacher spread0.225 · 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

Citations20
Published2011
Admission routes1
Has abstractyes

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