{"id":"W2061792970","doi":"10.1186/ar4654","title":"Preliminary population-based incidence and prevalence estimates of systemic lupus erythematosus: the California Lupus Surveillance Project","year":2014,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health; Lupus Research Alliance; Canadian Arthritis Network; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Central New York Community Foundation; Merck KGaA; Lupus Foundation of America","keywords":"Medicine; Rheumatology; Incidence (geometry); Systemic lupus erythematosus; Internal medicine; Population; Immunology; Environmental health; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002776375,0.0004014405,0.0003660102,0.00348616,0.0005401478,0.001056728,0.0009341402,0.0003234923,0.002891141],"category_scores_gemma":[0.004953382,0.0003151868,0.0004021947,0.003294686,0.0001295466,0.0005186049,0.0006577402,0.0007098016,0.0004033093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083049,"about_ca_system_score_gemma":0.002184256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1457462,"about_ca_topic_score_gemma":0.1280169,"domain_scores_codex":[0.9987276,0.0002995887,0.0001918207,0.0002929151,0.0003754488,0.0001125908],"domain_scores_gemma":[0.9958208,0.0006343523,0.0007580689,0.0002855871,0.002127333,0.0003738709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511837,0.0001412712,0.9400808,0.0003309379,0.0002385122,0.00004973892,0.0004852511,0.001019135,0.0001803249,0.000429272,0.03708077,0.01981288],"study_design_scores_gemma":[0.00005818551,0.00006611145,0.9887982,0.0000714102,0.00009286683,0.0000957078,0.0002992308,0.0007827767,0.0000691812,0.00008355954,0.009570972,0.00001177593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6557198,0.002722021,0.007883553,0.001043519,0.0001175703,0.00250746,0.2925151,0.0005545421,0.03693647],"genre_scores_gemma":[0.773952,0.003125857,0.01532711,0.0006357015,0.0002274856,0.004080177,0.1972294,0.00006377651,0.005358499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1457462,"threshold_uncertainty_score":0.2897958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513549106484447,"score_gpt":0.340367654090611,"score_spread":0.3052321630257666,"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."}}