{"id":"W2053746535","doi":"10.1177/0961203312463110","title":"Incidence and prevalence of adult systemic lupus erythematosus in a large US managed-care population","year":2012,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"GlaxoSmithKline; Bristol-Myers Squibb","keywords":"Medicine; Incidence (geometry); Cohort; Population; Pediatrics; Systemic lupus erythematosus; Cohort study; Epidemiology; Prevalence; Demography; Internal medicine; Environmental health; Disease","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":[0.0006359406,0.0001431667,0.000189101,0.000976474,0.0002778002,0.0004170782,0.0002508048,0.0002558334,0.0009237319],"category_scores_gemma":[0.001961853,0.0001465271,0.0001942217,0.0007981817,0.0002014558,0.000364383,0.0003636116,0.000261893,0.000123749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998905,"about_ca_system_score_gemma":0.0003156168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00778385,"about_ca_topic_score_gemma":0.008029819,"domain_scores_codex":[0.9994348,0.0001845348,0.00006012879,0.000106823,0.0001659636,0.00004776512],"domain_scores_gemma":[0.9989734,0.0001580012,0.0005645983,0.00004644966,0.0001404341,0.0001172127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002577624,0.00003524995,0.9981599,0.000005027817,0.00002253092,0.00006438478,0.00005998284,0.00002414077,0.0001155814,0.00000819616,0.0001644736,0.001314848],"study_design_scores_gemma":[0.000009229616,0.00005924514,0.9991696,0.00000472687,0.00001375924,0.000323069,0.0001073791,0.0001553893,0.00003334545,0.00001069582,0.0001118118,0.00000170493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992039,0.0001315294,0.0000730658,0.0000634906,0.000002265588,0.000009044938,0.000252314,0.000005477281,0.0002589375],"genre_scores_gemma":[0.9993986,0.00007749497,0.000100875,0.00003370067,0.00001820151,0.00001205557,0.0003133082,7.109642e-7,0.00004505045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00778385,"threshold_uncertainty_score":0.01547712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354709805996448,"score_gpt":0.2880361835702457,"score_spread":0.2744890855102812,"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."}}