{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139527,0.0004529603,0.0003919502,0.0006913076,0.0004823867,0.0009042197,0.0004172131,0.0003782046,0.001155914],"category_scores_gemma":[0.002315298,0.0003078431,0.0005344126,0.001163958,0.0002144131,0.0004950867,0.0007356065,0.0006874465,0.0002015555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816944,"about_ca_system_score_gemma":0.0002724475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006942658,"about_ca_topic_score_gemma":0.008867243,"domain_scores_codex":[0.9994507,0.0001600429,0.00005284524,0.0001545301,0.0001005671,0.00008117962],"domain_scores_gemma":[0.9981439,0.0002171821,0.0008474986,0.0001828117,0.0001708146,0.0004377068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001520198,0.00003059252,0.9985824,0.000005328085,0.00005887933,0.00009665584,0.000131786,0.00001476698,0.0001332076,0.000008418859,0.00006597072,0.0007199741],"study_design_scores_gemma":[0.00001461615,0.00005023734,0.9994474,0.000005178222,0.00003515038,0.0001669886,0.0001245592,0.00005607166,0.0000167787,0.00000684385,0.00007314364,0.000003019618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992452,0.0001474351,0.00004182813,0.00003113227,0.000003748117,0.000007588812,0.0003422657,0.000001662362,0.0001793223],"genre_scores_gemma":[0.9990447,0.0001597472,0.0000656133,0.00003002689,0.0000104775,0.000009528164,0.0005671,0.000002521593,0.0001101354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006942658,"threshold_uncertainty_score":0.0138045,"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."}}