{"id":"W2058554553","doi":"10.1002/art.24741","title":"Frequency and determinants of flare and persistently active disease in systemic lupus erythematosus","year":2009,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Flare; Systemic lupus erythematosus; Disease; Cohort; Clinical trial; Internal medicine; Incidence (geometry); Prospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004067112,0.0004867393,0.0004596228,0.0006363407,0.0002672503,0.0009806472,0.0004964546,0.0008090544,0.002053417],"category_scores_gemma":[0.01651367,0.0002343668,0.0006891388,0.0005728656,0.0003353437,0.0005718103,0.00055613,0.0006726813,0.0001971085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005773101,"about_ca_system_score_gemma":0.0005909272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006664536,"about_ca_topic_score_gemma":0.00610309,"domain_scores_codex":[0.9985808,0.0006338427,0.0001642755,0.0002614945,0.0001922527,0.0001673276],"domain_scores_gemma":[0.9861928,0.008575817,0.003660246,0.0006139012,0.000432931,0.0005243299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001869309,0.00003840257,0.9931201,0.00002107533,0.0001043157,0.00004917238,0.00002831563,0.003265129,0.00006693306,0.00003700934,0.0001335298,0.00294922],"study_design_scores_gemma":[0.00007542832,0.0004662779,0.9334787,0.00004823487,0.0001958067,0.0005022236,0.00009739995,0.06413971,0.0001609328,0.0005034923,0.0003203599,0.00001141138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977103,0.0005508405,0.001005155,0.0001785754,0.000006049453,0.00001272537,0.0002375219,0.00002675102,0.0002720567],"genre_scores_gemma":[0.9994656,0.00005399126,0.0001749139,0.00001412933,0.000007523585,0.000005467056,0.0002014894,0.000001730029,0.00007518733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006664536,"threshold_uncertainty_score":0.02150917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931730183936118,"score_gpt":0.3376525298707434,"score_spread":0.3083352280313822,"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."}}