{"id":"W3033645402","doi":"10.1136/annrheumdis-2020-eular.3146","title":"SAT0585 GEO-EPIDEMIOLOGY OF AUTOANTIBODIES IN RA: DIFFERENT PREVALENCES IN FOUR ETHNICALLY DIVERSE RA POPULATIONS","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Autoantibody; Cohort; Rheumatoid arthritis; Immunology; Internal medicine; Epidemiology; Population; Demography; Rheumatoid factor; Odds ratio; Antibody; Environmental health","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":[0.0003876533,0.0003368386,0.0003272581,0.001741823,0.0007614557,0.0008113523,0.0003481127,0.0004259169,0.003398986],"category_scores_gemma":[0.001092605,0.0002739543,0.0005568088,0.001875457,0.0004560769,0.0003842677,0.0006072524,0.0003103021,0.0005078074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094789,"about_ca_system_score_gemma":0.00018688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004753959,"about_ca_topic_score_gemma":0.005024517,"domain_scores_codex":[0.9993756,0.0002140045,0.00009097733,0.0001462315,0.00007671288,0.00009646694],"domain_scores_gemma":[0.9994377,0.0001056638,0.0001843468,0.0000555784,0.0001185377,0.00009814311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684047,0.00003464652,0.9962686,0.000007492356,0.00009486752,0.0001389623,0.0003640119,0.0000206049,0.001221447,0.00006335906,0.00005906929,0.001558505],"study_design_scores_gemma":[0.000004815159,0.00007424974,0.9981997,0.000003488537,0.00004248498,0.000429377,0.0008252698,0.00008187928,0.0000999473,0.0000371273,0.0001979408,0.000003846162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991977,0.00009210413,0.00009577999,0.00002095578,0.000004333554,0.000002701316,0.0001342077,0.000002389908,0.0004499115],"genre_scores_gemma":[0.9994345,0.0000468833,0.000056254,0.0000169345,0.000004544075,0.000003467972,0.0001713125,0.000002587457,0.0002635113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004753959,"threshold_uncertainty_score":0.01137072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3440413551864976,"score_gpt":0.4371728737029556,"score_spread":0.09313151851645801,"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."}}