{"id":"W2982328316","doi":"10.1136/lupus-2019-000344","title":"Population-based prevalence and incidence estimates of primary discoid lupus erythematosus from the Manhattan Lupus Surveillance Program","year":2019,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Center for Chronic Disease Prevention and Health Promotion; School of Medicine, New York University; York University; New York City Department of Health and Mental Hygiene","keywords":"Medicine; Incidence (geometry); Discoid lupus erythematosus; Systemic lupus erythematosus; Population; Dermatology; Lupus nephritis; Lupus erythematosus; Epidemiology; Internal medicine; Environmental health; Immunology; Disease; Antibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00298336,0.0004387615,0.001129069,0.0003179165,0.0003010683,0.00008015514,0.001072569,0.0001318804,0.0002559023],"category_scores_gemma":[0.002156361,0.0002555625,0.00009846136,0.001638404,0.00274612,0.0004175376,0.0002740522,0.0004160951,0.00004261456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593067,"about_ca_system_score_gemma":0.0007065799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102913,"about_ca_topic_score_gemma":0.000162129,"domain_scores_codex":[0.9939605,0.0001694263,0.0009571806,0.001118157,0.002906799,0.0008879609],"domain_scores_gemma":[0.9947008,0.002107985,0.0005032977,0.001694307,0.0005466472,0.0004469011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002104124,0.0001156825,0.9803548,0.001801186,0.00002450381,0.00002820687,0.001617496,0.00002297119,0.01313458,0.0001186665,0.000389268,0.002182235],"study_design_scores_gemma":[0.005153219,0.001489848,0.9586062,0.009203714,0.0001461177,0.008612247,0.001579557,0.01240044,0.001465754,0.0004920083,0.0003495775,0.000501319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849496,0.006522689,0.0001288882,0.002249876,0.002065971,0.002961772,0.00002738118,0.0001616982,0.0009321294],"genre_scores_gemma":[0.9960685,0.0002688614,0.001685949,0.0003260921,0.0001999332,0.0001240972,0.00005492116,0.00004578238,0.001225848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174859,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763565241777099,"score_gpt":0.3091104129741889,"score_spread":0.2914747605564179,"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."}}