{"id":"W2883390219","doi":"10.1002/acr.23720","title":"Clinical Remission and Low Disease Activity Outcomes Over 10 Years in Systemic Lupus Erythematosus","year":2018,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University Health Network","keywords":"Medicine; Prednisone; Internal medicine; Serology; Systemic lupus erythematosus; Cohort; Disease; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00322279,0.0002643653,0.0008431043,0.0006290016,0.0002075425,0.0001109883,0.0003047017,0.0003027214,0.0004531363],"category_scores_gemma":[0.002418236,0.0002299713,0.0001932257,0.0007262167,0.0009557313,0.0002052861,0.0005677629,0.001033,0.0005361505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275352,"about_ca_system_score_gemma":0.0007772464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530621,"about_ca_topic_score_gemma":0.0003369603,"domain_scores_codex":[0.9941615,0.001115569,0.0006990325,0.0009790708,0.001962098,0.001082699],"domain_scores_gemma":[0.9958183,0.001082285,0.00008537574,0.001186226,0.0007794586,0.001048372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001220433,0.0002000075,0.9258854,0.001134207,0.00003914602,0.001579818,0.001978558,8.758032e-8,0.001007661,0.00005774019,0.004245809,0.06265111],"study_design_scores_gemma":[0.0240244,0.002000651,0.9240645,0.01819988,0.00004104619,0.01073686,0.009506444,0.0005242773,0.0005472022,0.0003168747,0.009269885,0.0007680314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862723,0.009201531,0.000004125766,0.0004023464,0.0004016433,0.001568503,0.00002907639,0.00008836766,0.002032063],"genre_scores_gemma":[0.9931933,0.002453853,0.00005871753,0.00005393241,0.0004479444,0.0001390317,0.00001423402,0.00007695398,0.003562014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06188307,"threshold_uncertainty_score":0.9377955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04900895097896311,"score_gpt":0.4131936702904177,"score_spread":0.3641847193114546,"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."}}