{"id":"W2899267246","doi":"10.1002/art.40764","title":"Psychosis in Systemic Lupus Erythematosus: Results From an International Inception Cohort Study","year":2018,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Toronto Western Hospital","funders":"National Center for Advancing Translational Sciences; Medical Research Council; Manchester Biomedical Research Centre; University of California, San Diego; EMD Serono; National Institutes of Health; National Center for Research Resources; Versus Arthritis; Novo Nordisk Fonden; Eli Lilly and Company; Eusko Jaurlaritza; National Research Foundation; Wellcome Trust; University College London; GlaxoSmithKline; Arthritis Research UK; Novo Nordisk; Gentofte Hospital; National Institute for Health and Care Research; Glenmark Pharmaceuticals; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Lupus Research Alliance; Sandwell and West Birmingham Hospitals NHS Trust; University of South Carolina; Canadian Institutes of Health Research; Gigtforeningen; Rigshospitalet; Johns Hopkins University; York University; Pfizer; Celgene; AstraZeneca; Bristol-Myers Squibb","keywords":"Psychosis; Cohort; Medicine; Systemic lupus; Cohort study; Psychiatry; Dermatology; Internal medicine; Disease","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001297706,0.0002920597,0.0009578604,0.000575041,0.000112785,0.0000576459,0.0004500956,0.0002727183,0.0004841246],"category_scores_gemma":[0.0006682678,0.0002832063,0.00008780604,0.0004206983,0.0003109973,0.0003380986,0.0001523649,0.0003523312,0.001041284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002848632,"about_ca_system_score_gemma":0.0001287273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003995193,"about_ca_topic_score_gemma":0.005821179,"domain_scores_codex":[0.9957071,0.0005222416,0.001391179,0.001044619,0.0007586017,0.0005762707],"domain_scores_gemma":[0.9976211,0.000303888,0.000288302,0.00114517,0.0004038189,0.0002376989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099649,0.0007826904,0.9835495,0.00004028684,0.0001796936,0.0002467011,0.008478686,7.124229e-7,0.0003374987,0.0001860889,0.001448484,0.003649965],"study_design_scores_gemma":[0.0472087,0.00313202,0.7003701,0.00667103,0.00007561484,0.2121889,0.02482171,0.001847253,0.0002644643,0.001073075,0.001494687,0.0008524593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916084,0.0004837879,0.00008058391,0.000503948,0.002452147,0.001855225,0.0000623853,0.0001905991,0.002762943],"genre_scores_gemma":[0.9974267,0.001116029,0.0003501339,0.0000916751,0.0002008806,0.000342213,0.0002233037,0.00005784793,0.0001911454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831794,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193386379437777,"score_gpt":0.3234397986777418,"score_spread":0.3041011607339641,"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."}}