{"id":"W2130332654","doi":"10.1002/art.39111","title":"Mood Disorders in Systemic Lupus Erythematosus: Results From an International Inception Cohort Study","year":2015,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University Health Centre; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Centre hospitalier universitaire de Québec; Toronto Western Hospital","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Versus Arthritis; Medical Research Council; Manchester Biomedical Research Centre; Novo Nordisk Fonden; Arthritis Research UK; Canadian Institutes of Health Research; LUPUS UK; National Institute for Health and Care Research; Gigtforeningen; Arthritis Society; National Center for Advancing Translational Sciences; Wellcome Trust","keywords":"Medicine; Cohort; Mood disorders; Mood; Cohort study; Psychiatry; Systemic lupus; Systemic lupus erythematosus; Internal medicine; Disease; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001521835,0.0002907705,0.0009594947,0.0004974938,0.00006172594,0.00005190567,0.0004122945,0.0002495088,0.00009444339],"category_scores_gemma":[0.00114465,0.0002836346,0.00008011591,0.0003500995,0.0001751483,0.0003929482,0.0001843385,0.0003915805,0.0004225574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896852,"about_ca_system_score_gemma":0.0002814178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005127665,"about_ca_topic_score_gemma":0.017024,"domain_scores_codex":[0.9957743,0.0006062868,0.001278609,0.0008959719,0.0008973897,0.0005474906],"domain_scores_gemma":[0.9978634,0.0002902941,0.0002640366,0.0009420014,0.0002825902,0.0003577414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009956409,0.0009157569,0.9841698,0.00004009314,0.0001492072,0.0001404114,0.01054278,0.00002005777,0.00005333854,0.000222742,0.0005179836,0.002232159],"study_design_scores_gemma":[0.09687814,0.002921139,0.6079056,0.004696399,0.00008747497,0.1837003,0.09365312,0.004542943,0.00005084785,0.00364227,0.000824864,0.001096873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901837,0.0006238365,0.00008190459,0.000650698,0.001739088,0.002095341,0.00005691058,0.0001886788,0.004379844],"genre_scores_gemma":[0.9977109,0.001032965,0.0002194772,0.00002685931,0.00007085724,0.0003516541,0.0003726278,0.00005734513,0.0001573262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3762642,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970565202691546,"score_gpt":0.3065348392700928,"score_spread":0.2868291872431774,"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."}}