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Record W4415325193 · doi:10.1080/14712598.2025.2577752

Improving care for children with juvenile idiopathic arthritis: the role of IL-6 inhibitors in a patient-centered approach

2025· review· en· W4415325193 on OpenAlexaff
Gabriele Simonini, Jordi Antón, Gerd Horneff, Roberta Berard, Alexandre Bélot

Bibliographic record

VenueExpert Opinion on Biological Therapy · 2025
Typereview
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsChildren’s Health Research InstituteLondon Health Sciences CentreWestern University
FundersFresenius Kabi
KeywordsOligoarthritisTocilizumabDiseaseRefractory (planetary science)Bridging (networking)Complex diseaseArthritis

Abstract

fetched live from OpenAlex

INTRODUCTION: Medical management of juvenile idiopathic arthritis (JIA) presents a significant challenge in pediatric rheumatology. Ideally, the treatment target is remission, though achieving this remains complex. Interleukin-6 (IL-6) inhibitors (IL-6is) play an important role, targeting the inflammatory pathways central to JIA pathogenesis. However, their optimal use is debated. AREAS COVERED: This narrative review examined JIA care needs and IL-6 inhibition. A SPIDER-based literature search of PubMed/MEDLINE, Semantic Scholar, WorldCat, Cochrane Library, Embase, CINAHL, ICTRP, and ClinicalTrials.gov (to May 2025), identifying 56 studies from 246 records published between 2018 and 2025. Key unmet needs include difficulty controlling the disease, diagnostic delay, shortcomings in biomarker research, and multidisciplinary support. Tocilizumab, a well-studied IL6i, showed efficacy in symptom reduction, disease control, and reduced glucocorticoid use. EXPERT OPINION: Addressing gaps in JIA management, such as delayed diagnosis and inadequate disease control, is essential. Experts advocate for early IL6i use within a treat-to-target framework, optimizing outcomes and minimizing glucocorticoid use. Recognizing benefits for highrisk JIA subtypes, experts support earlier tocilizumab integration into treatment algorithms, offering valuable options for refractory oligoarthritis and uveitis. Ultimately, bridging gaps in JIA management and reshaping real-world outcomes hinges on integrating clinical insight and research outcomes - a process driven by precision medicine.

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)0.000
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: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.998
Threshold uncertainty score0.752

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.043
GPT teacher head0.329
Teacher spread0.286 · 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 designOther design
Domainnot available
GenreReview

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
Published2025
Admission routes1
Has abstractyes

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