{"id":"W3165847528","doi":"10.1136/annrheumdis-2021-eular.1928","title":"POS0694 REAL-WORLD ECONOMIC IMPLICATIONS OF ACHIEVING LOW DISEASE ACTIVITY IN LUPUS NEPHRITIS","year":2021,"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":true,"ca_institutions":"Aurinia (Canada)","funders":"","keywords":"Medicine; Lupus nephritis; Disease; Pharmacy; Population; Internal medicine; Systemic lupus erythematosus; Rheumatology; Connective tissue disease; Cyclophosphamide; Autoimmune disease; Environmental health; Chemotherapy","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":[0.004819019,0.0002643729,0.0004736278,0.000986152,0.0007019968,0.002436833,0.0007217017,0.0006055976,0.01229115],"category_scores_gemma":[0.02315022,0.0001879416,0.0008667384,0.002480319,0.0006169766,0.001102788,0.001427609,0.001482113,0.0008073001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003194419,"about_ca_system_score_gemma":0.002422558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00558227,"about_ca_topic_score_gemma":0.005681514,"domain_scores_codex":[0.9932079,0.004243244,0.0007534536,0.0004403018,0.0007535435,0.0006015199],"domain_scores_gemma":[0.9719939,0.008524905,0.01473923,0.000636455,0.001132549,0.002973018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002155994,0.0004137997,0.9493957,0.0005469905,0.0007463259,0.0005470359,0.0001432269,0.003801417,0.0001128892,0.003798093,0.01347144,0.02486694],"study_design_scores_gemma":[0.0007364753,0.001308764,0.95604,0.001106134,0.0004452259,0.001821428,0.0009009537,0.01170801,0.0002064373,0.006262527,0.01939876,0.0000653082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303253,0.005462013,0.001517175,0.01248327,0.000321811,0.000176997,0.02564262,0.00004972406,0.02402109],"genre_scores_gemma":[0.993842,0.0005851458,0.0004664553,0.0006452904,0.0001895053,0.00007762905,0.003783022,0.00001029736,0.0004005471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229115,"threshold_uncertainty_score":0.04111803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04713770245985594,"score_gpt":0.3526590027247105,"score_spread":0.3055213002648546,"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."}}