{"id":"W4410513037","doi":"10.3899/jrheum.2025-0390.pv235","title":"CLINICAL MANIFESTATIONS OF SYSTEMIC LUPUS ERYTHEMATOSUS IN A RUSSIAN COHORT: FROM THE FIRST SYMPTOM TO FOLLOW-UP","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Systemic disease; Lupus erythematosus; Cohort study; Connective tissue disease; Immunopathology; Dermatology; Immunology; Internal medicine; Autoimmune disease; Disease; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004233786,0.0002118874,0.0003415979,0.0006040646,0.0004432047,0.0004461571,0.0002556055,0.0002966495,0.001260293],"category_scores_gemma":[0.001093098,0.0002278162,0.0004558505,0.0006364044,0.0001740771,0.0004556489,0.0004776913,0.0004005542,0.0002796569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132356,"about_ca_system_score_gemma":0.0003009955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004911021,"about_ca_topic_score_gemma":0.004094808,"domain_scores_codex":[0.9996555,0.00005458302,0.00003203991,0.0001181608,0.000051898,0.00008775457],"domain_scores_gemma":[0.9993317,0.00007486474,0.0003244226,0.00005016154,0.000075322,0.0001436601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006646012,0.00001515224,0.9991989,0.000002868074,0.00001520312,0.00008525531,0.00007582699,0.000009960851,0.0001350436,0.000003910249,0.00002816577,0.000363354],"study_design_scores_gemma":[0.000003244141,0.0000793145,0.9992628,0.000003135274,0.00001574444,0.0003224567,0.0001810216,0.00002751544,0.00002142142,0.000005161755,0.00007638951,0.000001900944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995678,0.00007873646,0.00001966363,0.000009748323,0.000002282373,0.000002712156,0.0001797633,8.380853e-7,0.0001384212],"genre_scores_gemma":[0.9994067,0.00007383899,0.00002039373,0.00001112972,0.000005836069,0.000004791481,0.0003982194,0.000001112874,0.00007791117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004911021,"threshold_uncertainty_score":0.00976491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239276232807117,"score_gpt":0.3314837002679658,"score_spread":0.3090909379398946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}