{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006079899,0.0003114779,0.0007381809,0.0004267496,0.0004212226,0.0001097135,0.0005588754,0.00017151,0.00007346692],"category_scores_gemma":[0.002572322,0.0002082309,0.0001310206,0.0008746621,0.0007730714,0.0001571573,0.0001751511,0.000591717,0.00005000436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610099,"about_ca_system_score_gemma":0.000508299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009693536,"about_ca_topic_score_gemma":0.0001280982,"domain_scores_codex":[0.9940351,0.001558817,0.0007813418,0.0006895825,0.002056113,0.0008790921],"domain_scores_gemma":[0.9932464,0.004072919,0.0002205841,0.001273973,0.0009578326,0.0002282535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037368,0.0001392178,0.9708423,0.002377312,0.00006208092,0.00003714369,0.001439407,0.00002137555,0.004896426,0.0001960929,0.00108304,0.01786823],"study_design_scores_gemma":[0.04766252,0.02213398,0.4700769,0.08133546,0.0001098143,0.1985498,0.01083665,0.1287059,0.01980887,0.008642217,0.009049147,0.003088845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635413,0.03148936,0.0003182857,0.0008302387,0.0001647388,0.00330611,0.00005259519,0.000103045,0.0001942973],"genre_scores_gemma":[0.985213,0.01297484,0.0006088691,0.00006712491,0.0001346907,0.0005605128,0.00002894572,0.00007251208,0.0003394856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5007654,"threshold_uncertainty_score":0.8491409,"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."}}