{"id":"W2128732166","doi":"10.1016/j.rdc.2007.07.008","title":"Systemic Lupus Erythematosus","year":2007,"lang":"en","type":"article","venue":"Rheumatic Disease Clinics of North America","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Rheumatology; Disease; Systemic lupus erythematosus; Autoimmune disease; Presentation (obstetrics); Immunology; Lupus erythematosus; Systemic disease; Dermatology; Intensive care medicine; Internal medicine; Surgery; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001056107,0.0003312862,0.001171387,0.0003790352,0.00008041071,0.0000181465,0.0003949556,0.00008739769,0.0001969962],"category_scores_gemma":[0.002271774,0.0002785778,0.0004660558,0.0008107212,0.0003924872,0.00009551778,0.000144082,0.0002939633,0.0005534483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496591,"about_ca_system_score_gemma":0.0006640081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002609799,"about_ca_topic_score_gemma":0.00001020799,"domain_scores_codex":[0.9955405,0.0001095651,0.001833938,0.000500947,0.001284994,0.0007300483],"domain_scores_gemma":[0.9948977,0.001283804,0.0007456608,0.001400343,0.0004872451,0.001185233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009135111,0.0006057252,0.9586909,0.005647395,0.0002687887,0.000278757,0.0005486098,0.00001762285,0.00001036304,0.00007155249,0.001587737,0.03135906],"study_design_scores_gemma":[0.03023326,0.003617313,0.8251511,0.03888133,0.003006686,0.04925127,0.01419399,0.01445568,0.00007542741,0.001441037,0.01636385,0.003329058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893872,0.002975018,0.003410661,0.0001405957,0.000542346,0.001262846,0.00005123022,0.0001627133,0.002067394],"genre_scores_gemma":[0.9961691,0.0008387738,0.001364318,0.0001654428,0.00009591215,0.00004646467,0.00008220544,0.0000802195,0.001157512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1335398,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250967293529896,"score_gpt":0.3195946968459616,"score_spread":0.2970850239106627,"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."}}