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Record W4411150901 · doi:10.58931/crt.2025.2157

Capillaroscopy in Systemic Autoimmune Rheumatic Diseases: A Clinical Tool Linking Diagnosis and Pathogenesis

2025· article· en· W4411150901 on OpenAlexaff
ra Nikolic, Maggie Larché, Mohammed Osman

Bibliographic record

VenueCanadian rheumatology today. · 2025
Typearticle
Languageen
FieldMedicine
TopicSystemic Sclerosis and Related Diseases
Canadian institutionsResearch CanadaWomen and Children’s Health Research InstituteArthritis Research Centre of CanadaUniversity of Calgary
Fundersnot available
KeywordsPathogenesisMedicineImmunologyRheumatic diseaseDermatologyRheumatoid arthritis

Abstract

fetched live from OpenAlex

Systemic autoimmune rheumatic diseases (SARDs) including systemic lupus erythematosus (SLE), systemic sclerosis (SSc), and idiopathic inflammatory myopathies (IIMs) are multisystemic, potentially life-threatening autoimmune diseases. These diseases are associated with the highest frequency of disease-associated morbidity and mortality among rheumatic diseases, largely because their complex pathophysiology remains poorly and incompletely understood. Mortality in SARDs is associated with profound vascular dysfunction ranging from cardiovascular disease to more discreet localized vascular complications including Raynaud’s phenomenon (RP), digital ulcers, and pulmonary arterial hypertension (PAH). These vascular complications stem from damage to endothelial cells caused by immune complex deposition, platelet activation, autoantibodies that promote thrombosis (e.g., antiphospholipid antibodies), and immune dysregulation. The relationship between endothelial cell dysfunction and SARDs was first recognized by Maurice Raynaud in the 19th-century, particularly in the context of localized digital ischemia and gangrene. RP is a frequently-encountered problem in clinical practice, with a prevalence in the general population ranging from approximately 5–18%. While most cases of RP are not associated with SARDs, patients with SARDs commonly experience RP. This underscores the importance of vasculopathy related to endothelial dysfunction in the pathogenesis of SARDs. RP is often the earliest presenting feature in up to 20% of patients with SARDs. Indeed, greater than 95% of patients with SSc experience RP.11 Patients with SLE, IIMs including anti‑synthetase syndrome (ASyS), and Sjögren’s disease are also commonly affected. Hence, a closer evaluation for microvascular changes is paramount in the clinical assessment of patients with SARDs. This article will review how nailfold video capillaroscopy is emerging as a valuable point-of-care tool for diagnosis and risk stratification by providing a window into the underlying endothelial dysfunction observed in these conditions.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.015
GPT teacher head0.286
Teacher spread0.271 · 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.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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