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SYSTEMIC LUPUS ERYTHEMATOSUS IN A RUSSIAN COHORT: TRIGGERS AND DISEASE SEVERITY AT ONSET

2025· article· en· W4410513212 on OpenAlexvenueno aff
T. A. Panafidina, Anastasiia Shumilova, Yulia Gorbunova, Liubov Kondrateva, Т. В. Попкова, Alexander Lila, Evgeniy Nasonov

Bibliographic record

VenueThe Journal of Rheumatology · 2025
Typearticle
Languageen
FieldMedicine
TopicSystemic Lupus Erythematosus Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCohortSystemic diseaseLupus erythematosusAdult-onset Still's diseaseSeverity of illnessCohort studyConnective tissue diseaseSystemic lupus erythematosusImmunopathologyDiseaseInternal medicineAutoimmune diseaseImmunologyAntibody

Abstract

fetched live from OpenAlex

PV234 / #107 Poster Topic: AS23 - SLE-Diagnosis, Manifestations, & Outcomes Background/Purpose Systemic lupus erythematosus (SLE) is a chronic heterogenic autoimmune disease affected by several genetic and environmental factors, whose incidence has been shown to vary with sex, ethnicity and global region. The aim of this study was to describe any provoking factors and disease severity in a Caucasian SLE cohort at the Russian rheumatology center. Methods This observational retrospective-prospective study included 140 patients (88% women, median aged 34 [26;41] years (median [interquartile range 25;75%]), with SLE (SLICC 2012criteria) attending a routine visit at our Clinic between February 2021 and June 2024. Disease at diagnosis was categorized as Mild, Moderate or Severe, based on SLE Disease activity index (SLEDAI-2K): SLEDAI-2K≤4 – Mild, SLEDAI-2K=5–10 - Moderate, SLEDAI-2K≥11 - High activity (Severe disease). Results SLE was diagnosed at median age 26[19;34] years, and the age of the first SLE manifestations was 23 [17;31] years, the period duration between the first symptoms and SLE diagnosis was 12[5;48] months. The median of SLE duration was 3 [0,3;12] years, the median of SLEDAI-2K score at the time of inclusion – 8 [4;11] score, Systemic Lupus International Collaborating Clinics damage index (SDI) – 0 [0;1] score. Positive family history of immune-inflammatory rheumatic diseases (IIRD) among the first-line relatives was found in 11% of SLE patients. In the most patients, there were no connection with any provoking factors and SLE onset - 56%, in 15% of patients - with ultraviolet radiation/insolation, in 14% - with infection, in 10% - with pregnancy, in a few patients (1-2%) - with combined oral contraceptives use, stress, vaccination and trauma. At the time of SLE diagnosis the most patients had Moderate (SLEDAI-2K=5-10 points) and Severe/high (SLEDAI-2K≥11 points) activity: 41% and 35%, respectively. Mild disease (SLEDAI-2K=0-4 points) was identified in 24% of SLE patients. Conclusions In the Russian cohort, as in the general population, young women predominated. SLE was diagnosed about a year after the first manifestations. In the majority of cases, there was no specific trigger factor, the most frequently identified were: positive family history of IIRD, ultraviolet radiation/insolation, infections and pregnancy. In 76% of SLE patients the disease onset was characterized by moderate and high severity.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.012
GPT teacher head0.283
Teacher spread0.272 · 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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Citations0
Published2025
Admission routes1
Has abstractyes

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