{"id":"W4410513231","doi":"10.3899/jrheum.2025-0390.pv084","title":"PREVALENCE AND INCIDENCE OF SYSTEMIC LUPUS ERYTHEMATOSUS IN CATALONIA (SPAIN). A POPULATION-BASED STUDY","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":"University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Population; Systemic disease; Epidemiology; Lupus erythematosus; Systemic lupus; Dermatology; Immunology; Immunopathology; Internal medicine; Environmental health; Disease; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531078,0.0005019686,0.0004523072,0.002213391,0.000400496,0.001164155,0.0008244527,0.0007354172,0.001039815],"category_scores_gemma":[0.001210198,0.0005825037,0.0007086492,0.001785058,0.0003404237,0.0003969063,0.0007299588,0.0005560287,0.0004383848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635155,"about_ca_system_score_gemma":0.0007817757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06487967,"about_ca_topic_score_gemma":0.04931768,"domain_scores_codex":[0.99915,0.0001924927,0.0001327659,0.0002535262,0.0001560149,0.0001150672],"domain_scores_gemma":[0.9988573,0.0001235247,0.0004086797,0.00010256,0.000267706,0.0002403613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603344,0.00008084146,0.996946,0.00004067992,0.0001059154,0.0001150084,0.0001629122,0.00008428868,0.0001380023,0.0000142505,0.0003956973,0.001756023],"study_design_scores_gemma":[0.00001663113,0.00005665885,0.9991527,0.00001532962,0.00002276382,0.0001273869,0.0002426326,0.00007870325,0.000009365384,0.000006506915,0.0002676174,0.000003812304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942992,0.001187396,0.0000890368,0.00006908095,0.0000200922,0.00004398118,0.003454076,0.000008693649,0.0008284331],"genre_scores_gemma":[0.9941657,0.0009240612,0.0002924189,0.0001183189,0.00003274641,0.00005504039,0.003845261,0.00000491862,0.0005616304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06487967,"threshold_uncertainty_score":0.129004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415608811672652,"score_gpt":0.3062495668130798,"score_spread":0.2920934786963533,"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."}}