{"id":"W3123185003","doi":"10.1136/annrheumdis-2020-eular.6010","title":"SAT0213 IMPACT OF FLARES ON HEALTHCARE RESOURCE USAGE AND PROS 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":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Konkuk University; Konkuk University Medical Center","keywords":"Medicine; Propensity score matching; Health care; Disease; Internal medicine; 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":[0.0007788204,0.0003187769,0.0006437559,0.0003615471,0.0003786637,0.001244327,0.0002803881,0.0005397003,0.006488945],"category_scores_gemma":[0.002675354,0.0001420366,0.001537695,0.0009521836,0.0002001514,0.0007382959,0.0005701893,0.001024178,0.0007071013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003989521,"about_ca_system_score_gemma":0.0004328053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444649,"about_ca_topic_score_gemma":0.00342093,"domain_scores_codex":[0.9992632,0.0002425623,0.0001106193,0.0001020446,0.0001037227,0.0001777169],"domain_scores_gemma":[0.998255,0.0005098499,0.0006709342,0.00006741929,0.0001603334,0.000336576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004628806,0.0002531409,0.9743858,0.0001360295,0.001249864,0.0001388303,0.00008235354,0.0004367064,0.0003700999,0.000110937,0.0009797295,0.0172277],"study_design_scores_gemma":[0.00009082156,0.0006638682,0.9966869,0.00004498086,0.0005396327,0.0001630989,0.0001907108,0.0006128702,0.0001047092,0.0001533368,0.0007322927,0.00001688506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947655,0.001266907,0.00004793043,0.0003269976,0.00004179689,0.000006813259,0.00137857,0.000008771153,0.002156843],"genre_scores_gemma":[0.9980579,0.0001713195,0.0000541202,0.0001465231,0.00004736311,0.000010757,0.0009333802,0.000003487466,0.0005750817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006488945,"threshold_uncertainty_score":0.02170771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05218818521868886,"score_gpt":0.3401236739382637,"score_spread":0.2879354887195749,"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."}}