{"id":"W2806999041","doi":"10.3899/jrheum.171319","title":"Monophasic Disease Course in Systemic Lupus Erythematosus","year":2018,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Lupus Canada","keywords":"Medicine; Cohort; Lupus nephritis; Systemic lupus erythematosus; Internal medicine; Arthritis; Disease; Systemic disease; Connective tissue disease; Antiphospholipid syndrome; Serology; Surgery; Pediatrics; Immunology; Autoimmune disease; Thrombosis; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003429848,0.0002316307,0.0001782565,0.0007479599,0.0003832229,0.0004287253,0.0002169764,0.0002997701,0.003314837],"category_scores_gemma":[0.001600446,0.0001320538,0.0001053426,0.0006247647,0.0003203316,0.0003288902,0.0003515194,0.0002862389,0.0004433406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897433,"about_ca_system_score_gemma":0.0002091142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008513766,"about_ca_topic_score_gemma":0.001099164,"domain_scores_codex":[0.9996835,0.00007756387,0.00004637481,0.0000671518,0.00006895686,0.00005643069],"domain_scores_gemma":[0.9983317,0.0002657139,0.000980067,0.00005395804,0.0001274796,0.0002411422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003071945,0.00005876715,0.9875531,0.00004879975,0.00001674598,0.001763955,0.0001485788,0.00004467794,0.001838208,0.00005843529,0.0002159191,0.007945626],"study_design_scores_gemma":[0.00002162468,0.00035284,0.9734545,0.00003053441,0.00001917214,0.0247484,0.0001746637,0.0002025126,0.0002551172,0.00009565662,0.0006392437,0.000005647335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984285,0.0006664964,0.0001075118,0.00003976654,0.000003080457,0.000007905162,0.00006147297,0.000007554468,0.0006776381],"genre_scores_gemma":[0.9994746,0.0001772943,0.00008909369,0.00002912528,0.00001417853,0.000003346707,0.00008777283,0.000001868085,0.0001227954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003314837,"threshold_uncertainty_score":0.01108921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035811728533923,"score_gpt":0.3076848727131646,"score_spread":0.2873267554278254,"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."}}