{"id":"W2074412614","doi":"10.1002/art.22305","title":"Neuropsychiatric events at the time of diagnosis of systemic lupus erythematosus: An international inception cohort study","year":2006,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Health Research Board","keywords":"Medicine; Cohort; Internal medicine; Rheumatology; Systemic lupus erythematosus; Attribution; Disease; Clinical significance; Cohort study; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001060329,0.0002233667,0.0006766816,0.0003021479,0.0001141454,0.00001833283,0.0003919922,0.00009023878,0.0007856495],"category_scores_gemma":[0.0001580221,0.0001712892,0.0001596229,0.0004220101,0.0001505936,0.0002231128,0.0001815308,0.0001652198,0.0001907892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700559,"about_ca_system_score_gemma":0.00008546334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040974,"about_ca_topic_score_gemma":0.0002716005,"domain_scores_codex":[0.9963301,0.0004102446,0.001183905,0.000419644,0.001361383,0.000294742],"domain_scores_gemma":[0.9978634,0.0002795707,0.0005449388,0.0008708056,0.0003481866,0.00009317259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009604498,0.0009399693,0.9903486,0.0002100024,0.0001542449,0.00002101372,0.001434042,0.00002610254,0.001172463,0.0001313947,0.001797404,0.003668765],"study_design_scores_gemma":[0.00674095,0.001001831,0.9648901,0.004641259,0.0001186843,0.01927354,0.001791383,0.0004895469,0.0004290528,0.0003154425,0.00006343958,0.0002447816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926068,0.003010221,0.00003387089,0.0001468523,0.0006402923,0.002498338,0.00005611985,0.00006078063,0.0009467867],"genre_scores_gemma":[0.9957909,0.002532097,0.00009680708,0.00001527358,0.00009579754,0.0003666807,0.0000838593,0.00005079872,0.0009678098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02545846,"threshold_uncertainty_score":0.8602311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009510421930227015,"score_gpt":0.2671850775788773,"score_spread":0.2576746556486503,"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."}}