{"id":"W3081256598","doi":"10.1002/acr.24425","title":"Cancer Risk in a Large Inception Systemic Lupus Erythematosus Cohort: Effects of Demographic Characteristics, Smoking, and Medications","year":2020,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; University of Manitoba; Toronto Western Hospital; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Calgary; McGill University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Center for Research Resources; Centers for Disease Control and Prevention; National Institutes of Health; Eusko Jaurlaritza; University College London; Novo Nordisk Foundation Center for Basic Metabolic Research; Novo Nordisk; National Institute for Health and Care Research; Arthritis Society; Lupus Research Alliance; Sandwell and West Birmingham Hospitals NHS Trust; National Center for Advancing Translational Sciences; Wellcome Trust; Health Services and Delivery Research Programme; University of Calgary; Eli Lilly and Company; Université Laval; GlaxoSmithKline; Johns Hopkins University; Pfizer; Gigtforeningen; Foundation for the National Institutes of Health","keywords":"Medicine; Cohort; Oncology; Internal medicine; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0007568803,0.0003426952,0.0004298825,0.0005862184,0.0004528698,0.000810592,0.0003627069,0.0004000404,0.001247379],"category_scores_gemma":[0.001586535,0.0004210132,0.0004559644,0.0007385524,0.0001716241,0.0004916654,0.0004300888,0.0007128212,0.0003029127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289114,"about_ca_system_score_gemma":0.0003067109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005782267,"about_ca_topic_score_gemma":0.006543253,"domain_scores_codex":[0.9996464,0.00009737915,0.00002755368,0.0001074841,0.0000668365,0.00005430009],"domain_scores_gemma":[0.9987758,0.000187745,0.0004873554,0.0001571585,0.0001128629,0.0002791455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009990704,0.00002431928,0.9991697,0.000002085968,0.00003682233,0.00003730218,0.00002356524,0.00001842112,0.0001594993,0.000004068499,0.00003442059,0.0003899369],"study_design_scores_gemma":[0.00001043993,0.00006185684,0.9994417,0.000002114424,0.00002753042,0.0001686962,0.0000394673,0.0001442132,0.00003008708,0.000006755091,0.00006540922,0.000001796207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992988,0.0001237899,0.00006504012,0.00002464391,0.000002387594,0.000005821199,0.0003276955,0.000004206574,0.0001475841],"genre_scores_gemma":[0.9990778,0.0001129934,0.00008305963,0.00001861422,0.00001083575,0.000008689574,0.000505474,0.000002586292,0.0001798784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005782267,"threshold_uncertainty_score":0.01149726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629905890715824,"score_gpt":0.3198347657509161,"score_spread":0.3035357068437579,"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."}}