{"id":"W2891690759","doi":"10.3899/jrheum.171454","title":"Persistent Disease Activity Remains a Burden for Patients with Systemic Lupus Erythematosus","year":2018,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université du Québec à Montréal","funders":"Arthritis Society; Lupus Canada; GlaxoSmithKline","keywords":"Medicine; Cohort; Internal medicine; Cohort study; Systemic lupus erythematosus; Disease; Persistence (discontinuity)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001102011,0.0001888055,0.00042484,0.0003267282,0.000535215,0.001109473,0.0002803026,0.0003879716,0.002288816],"category_scores_gemma":[0.004346437,0.000107877,0.00019914,0.0009183235,0.0002998266,0.0008393492,0.0007261463,0.00048307,0.000357694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476545,"about_ca_system_score_gemma":0.0005872113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853396,"about_ca_topic_score_gemma":0.004612798,"domain_scores_codex":[0.9992114,0.000262761,0.0001176575,0.0001249741,0.0001872203,0.00009586565],"domain_scores_gemma":[0.9974727,0.0004426998,0.001449189,0.0001009496,0.0002064766,0.0003280708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001779113,0.00004114715,0.9737568,0.0000725813,0.00005421224,0.0001083349,0.0001445267,0.00005038839,0.0002592151,0.00004087365,0.0007290844,0.02456491],"study_design_scores_gemma":[0.00002424371,0.0002018415,0.9965038,0.00008694627,0.00006634588,0.0006377653,0.0004815476,0.0002292464,0.00006719212,0.0001128724,0.001582022,0.000006145709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924721,0.004344207,0.0002374087,0.001469942,0.00002830382,0.000008816387,0.0005106457,0.00001736375,0.0009112933],"genre_scores_gemma":[0.9981132,0.001018845,0.0001111795,0.0001410365,0.0000755865,0.000006166493,0.0003131665,0.000001873987,0.0002190976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002853396,"threshold_uncertainty_score":0.007656872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843189629766217,"score_gpt":0.2785335512948859,"score_spread":0.2601016549972237,"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."}}