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Record W2528511825 · doi:10.1002/art.39729

Comparing Presenting Clinical Features in 48 Children With Microscopic Polyangiitis to 183 Children Who Have Granulomatosis With Polyangiitis (Wegener's): An ARChiVe Cohort Study

2016· article· en· W2528511825 on OpenAlexafffund
David A. Cabral, Debra Canter, Eyal Muscal, Kabita Nanda, Dawn M. Wahezi, Steven J. Spalding, Marinka Twilt, Susanne M. Benseler, Sarah Campillo, Sirirat Charuvanij, Paul Dancey, B. Anne Eberhard, Melissa E. Elder, Aimee O. Hersh, Gloria C. Higgins, Adam M. Huber, Raju Khubchandani, Susan Kim, Marisa S. Klein‐Gitelman, Mikhail M. Kostik, Erica Lawson, Tzielan Lee, Joanna M. Lubieniecka, Deborah McCurdy, Lakshmi N. Moorthy, Kimberly Morishita, Susan Nielsen, Kathleen M. O’Neil, Andreas Reiff, Goran Ristic, Angela Byun Robinson, Angelyne Sarmiento, Susan Shenoi, M. Toth, Heather A. Van Mater, Linda Wagner‐Weiner, Jennifer E. Weiss, Andrew J. White, Rae S. M. Yeung

Bibliographic record

VenueArthritis & Rheumatology · 2016
Typearticle
Languageen
FieldMedicine
TopicVasculitis and related conditions
Canadian institutionsHospital for Sick ChildrenAlberta Children's HospitalJaneway Children's Health and Rehabilitation CentreMcGill University Health CentreUniversity of CalgarySimon Fraser UniversityIzaak Walton Killam Health CentreMontreal Children's HospitalDalhousie UniversityBC Children's Hospital
FundersCanadian Institutes of Health ResearchHospital for Sick ChildrenDalhousie UniversityIWK Health CentreArthritis SocietyChildhood Arthritis and Rheumatology Research AllianceTexas Children's HospitalMcGill UniversityMcGill University Health CentreChildren's Mercy HospitalChild and Family Research InstituteSeattle Children's Research InstituteUniversity of LouisvilleVasculitis FoundationBC Children's HospitalCleveland ClinicVanderbilt University
KeywordsGranulomatosis with polyangiitisMedicineMicroscopic polyangiitisWegener granulomatosisDermatologyCohortPathologyVasculitisPediatricsDisease

Abstract

fetched live from OpenAlex

OBJECTIVE: To uniquely classify children with microscopic polyangiitis (MPA), to describe their demographic characteristics, presenting clinical features, and initial treatments in comparison to patients with granulomatosis with polyangiitis (Wegener's) (GPA). METHODS: The European Medicines Agency (EMA) classification algorithm was applied by computation to categorical data from patients recruited to the ARChiVe (A Registry for Childhood Vasculitis: e-entry) cohort, with the data censored to November 2015. The EMA algorithm was used to uniquely distinguish children with MPA from children with GPA, whose diagnoses had been classified according to both adult- and pediatric-specific criteria. Descriptive statistics were used for comparisons. RESULTS: In total, 231 of 440 patients (64% female) fulfilled the classification criteria for either MPA (n = 48) or GPA (n = 183). The median time to diagnosis was 1.6 months in the MPA group and 2.1 months in the GPA group (ranging to 39 and 73 months, respectively). Patients with MPA were significantly younger than those with GPA (median age 11 years versus 14 years). Constitutional features were equally common between the groups. In patients with MPA compared to those with GPA, pulmonary manifestations were less frequent (44% versus 74%) and less severe (primarily, hemorrhage, requirement for supplemental oxygen, and pulmonary failure). Renal pathologic features were frequently found in both groups (75% of patients with MPA versus 83% of patients with GPA) but tended toward greater severity in those with MPA (primarily, nephrotic-range proteinuria, requirement for dialysis, and end-stage renal disease). Airway/eye involvement was absent among patients with MPA, because these GPA-defining features preclude a diagnosis of MPA within the EMA algorithm. Similar proportions of patients with MPA and those with GPA received combination therapy with corticosteroids plus cyclophosphamide (69% and 78%, respectively) or both drugs in combination with plasmapheresis (19% and 22%, respectively). Other treatments administered, ranging in decreasing frequency from 13% to 3%, were rituximab, methotrexate, azathioprine, and mycophenolate mofetil. CONCLUSION: Younger age at disease onset and, perhaps, both gastrointestinal manifestations and more severe kidney disease seem to characterize the clinical profile in children with MPA compared to those with GPA. Delay in diagnosis suggests that recognition of these systemic vasculitides is suboptimal. Compared with adults, initial treatment regimens in children were comparable, but the complete reversal of female-to-male disease prevalence ratios is a provocative finding.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.009
GPT teacher head0.273
Teacher spread0.264 · 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".

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Citations146
Published2016
Admission routes2
Has abstractyes

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