{"id":"W2891958410","doi":"10.14288/1.0365642","title":"Population-level studies of the incremental economic burden of systemic autoimmune rheumatic diseases","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Immunology; Autoimmune disease; Environmental health; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004681034,0.000405522,0.0004770826,0.001643892,0.000217351,0.001191684,0.0007073737,0.0006952331,0.001754889],"category_scores_gemma":[0.0181338,0.0003307488,0.001424399,0.00293619,0.0004979714,0.0007506676,0.000861503,0.00108764,0.0001591476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00169492,"about_ca_system_score_gemma":0.0008437358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02168859,"about_ca_topic_score_gemma":0.01779686,"domain_scores_codex":[0.9975568,0.00145587,0.0001784233,0.0002799921,0.0003056249,0.0002233536],"domain_scores_gemma":[0.9909321,0.004771605,0.00257823,0.0006673597,0.0007048717,0.0003457821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004799583,0.00006811418,0.9762064,0.0002667093,0.003649161,0.0001114639,0.0001111156,0.008185454,0.00007704661,0.001421254,0.0007695097,0.008653799],"study_design_scores_gemma":[0.00005206207,0.0001968013,0.989715,0.0001639804,0.0008269791,0.0002449682,0.0001927667,0.005457791,0.0000917322,0.00132431,0.001712124,0.00002142665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779418,0.009963433,0.002345887,0.001242974,0.00009579844,0.00007693673,0.006066378,0.00002052068,0.002246129],"genre_scores_gemma":[0.9945197,0.002448474,0.0006989939,0.0001538055,0.0000465985,0.00005017746,0.00172557,0.000004682603,0.0003519615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02168859,"threshold_uncertainty_score":0.04312468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335300103514402,"score_gpt":0.2408395692787464,"score_spread":0.2073095589273062,"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."}}