{"id":"W3033193493","doi":"10.1136/annrheumdis-2020-eular.5872","title":"AB1170 THE IMPACT OF HIGH DISEASE ACTIVITY AS MEASURED BY SLEDAI AND DRUG BURDEN-ON HEALTHCARE UTILIZATION, QUALITY OF LIFE AND WORK PRODUCTIVITY IN SYSTEMIC LUPUS ERYTHEMATOSUS PATIENTS","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Propensity score matching; Disease; Quality of life (healthcare); Internal medicine; Health care; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004339704,0.0002571912,0.0003689685,0.0004272107,0.0003038111,0.000880725,0.0001787452,0.0003642623,0.003088526],"category_scores_gemma":[0.001946347,0.0001276554,0.0004827793,0.0007182545,0.0001587284,0.0004393941,0.0003088035,0.0005830767,0.0003283065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381696,"about_ca_system_score_gemma":0.0003764422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884321,"about_ca_topic_score_gemma":0.006085129,"domain_scores_codex":[0.9995856,0.0001468869,0.00004247561,0.00003910395,0.00007985868,0.0001061734],"domain_scores_gemma":[0.9986137,0.0003295455,0.000483131,0.00003894329,0.0000970433,0.0004376677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009671687,0.0001240579,0.9924126,0.00002225573,0.0002235997,0.0001515568,0.00002925162,0.0001083576,0.0004469586,0.00003002924,0.0002038881,0.005280398],"study_design_scores_gemma":[0.0000221487,0.0002202864,0.9989969,0.000008236733,0.00008351341,0.0001992379,0.00006085942,0.0001758881,0.00004462012,0.00004478621,0.0001391714,0.000004298801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970042,0.0008046907,0.00001846442,0.0001661817,0.0000201559,0.000002770105,0.0003238106,0.000003193326,0.001656403],"genre_scores_gemma":[0.9992868,0.0001222238,0.00002158279,0.00005427905,0.00002627661,0.000001411978,0.0002647867,0.000001102318,0.0002214601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004884321,"threshold_uncertainty_score":0.01033217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08104071539467608,"score_gpt":0.3608516801524519,"score_spread":0.2798109647577758,"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."}}