{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190305,0.0004246166,0.0004058908,0.0007732504,0.0005121917,0.0009205433,0.000386481,0.0003507703,0.001099105],"category_scores_gemma":[0.001945532,0.00028565,0.000506741,0.001235479,0.0001697343,0.0004592779,0.0005979152,0.0005889416,0.0002266266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002628205,"about_ca_system_score_gemma":0.0002884142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007140077,"about_ca_topic_score_gemma":0.009562735,"domain_scores_codex":[0.9994765,0.0001420779,0.00005307915,0.0001482847,0.00009893272,0.00008126211],"domain_scores_gemma":[0.9982956,0.0001956955,0.0007263125,0.0001587855,0.0002101814,0.0004134222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000811385,0.00001980725,0.9990293,0.00000317288,0.00003893135,0.00005564084,0.00006776524,0.00001117323,0.00009267703,0.000005251994,0.00005697749,0.0005383404],"study_design_scores_gemma":[0.000009119796,0.00004055766,0.9995599,0.000003718829,0.00002954558,0.0001219644,0.0000934455,0.00004578274,0.00001551969,0.000003624876,0.00007443898,0.000002251138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989961,0.0001591958,0.0000461944,0.00002783506,0.000004755718,0.00000820398,0.0005240095,0.000001952026,0.0002317995],"genre_scores_gemma":[0.998598,0.0001843541,0.00007904125,0.00003282059,0.00001412399,0.00001235841,0.0009283687,0.000003220877,0.0001476232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007140077,"threshold_uncertainty_score":0.01419699,"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."}}