{"id":"W2782949263","doi":"10.1002/acr.23509","title":"Cerebrovascular Events in Systemic Lupus Erythematosus: Results From an International Inception Cohort Study","year":2018,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; University of Calgary; McGill University; Dalhousie University; University of Toronto; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Centre hospitalier universitaire de Québec; Toronto Western Hospital","funders":"National Center for Research Resources; Manchester Biomedical Research Centre; National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Medical Research Council; Versus Arthritis; National Institute for Health and Care Research; Novo Nordisk; Eusko Jaurlaritza; Novo Nordisk Fonden; Canadian Institutes of Health Research; Lupus Research Alliance; University of Calgary; National Center for Advancing Translational Sciences; Hanyang University; Wellcome Trust; Arthritis Society; Gigtforeningen; Johns Hopkins University","keywords":"Medicine; Cohort; Systemic disease; Cohort study; Systemic lupus; Internal medicine; Immunopathology; 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":[0.004902123,0.0002965408,0.0007034915,0.001087013,0.0002691889,0.0001062177,0.0007945202,0.0002569665,0.0003854187],"category_scores_gemma":[0.001227753,0.0002827945,0.0001439882,0.001034767,0.000328335,0.0004886246,0.0004948117,0.0008960846,0.001144604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352591,"about_ca_system_score_gemma":0.0004646115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005925354,"about_ca_topic_score_gemma":0.007021322,"domain_scores_codex":[0.9910021,0.001607743,0.001076018,0.001362704,0.003974993,0.0009764169],"domain_scores_gemma":[0.9949106,0.0003603449,0.0001202632,0.001824007,0.002357244,0.0004275224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008518144,0.0006164599,0.9632151,0.0001076347,0.000183852,0.0003673946,0.02590996,0.000002009423,0.0009604456,0.00003156231,0.0004691104,0.007284717],"study_design_scores_gemma":[0.0354066,0.003331068,0.7802426,0.006952151,0.00004389964,0.009789381,0.160298,0.0005591048,0.00097438,0.0003009725,0.001488583,0.0006132393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884214,0.001074972,0.00001907658,0.000171945,0.0009388727,0.004297941,0.0001116132,0.0001268299,0.004837361],"genre_scores_gemma":[0.9961926,0.0006827544,0.0001336042,0.00002895046,0.001191372,0.0005769268,0.0004734147,0.00008745297,0.000632974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829724,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642262173291917,"score_gpt":0.3730464853406564,"score_spread":0.3366238636077373,"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."}}