{"id":"W3023256684","doi":"10.1002/art.41247","title":"2020 American College of Rheumatology Guideline for the Management of Gout","year":2020,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":792,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Gout; Febuxostat; Guideline; Allopurinol; Concomitant; Physical therapy; Internal medicine; Population; Intensive care medicine; Uric acid; Hyperuricemia; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000270166,0.0002492496,0.001327117,0.0000742084,0.00008125441,0.000002581195,0.0003626886,0.0001207472,0.0002584063],"category_scores_gemma":[0.0003027206,0.0002029576,0.0002399038,0.0005186652,0.0007766215,0.00004146242,0.0002048258,0.0001935269,0.00004367115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002372577,"about_ca_system_score_gemma":0.0001224938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002674348,"about_ca_topic_score_gemma":0.00005283577,"domain_scores_codex":[0.9973484,0.00008288663,0.001385091,0.0004522349,0.0002724845,0.0004589467],"domain_scores_gemma":[0.9979417,0.0004681994,0.0005948522,0.0005847285,0.0002390243,0.0001714594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003420074,0.0009307785,0.2592043,0.004041029,0.006127247,0.0006228666,0.00320674,0.0001121726,0.002083835,0.1205407,0.4666494,0.1330609],"study_design_scores_gemma":[0.03939969,0.008539168,0.02343724,0.002273785,0.002352104,0.01210461,0.0241711,0.011832,0.005823395,0.003090786,0.8654201,0.001556025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881917,0.01064924,0.01365502,0.08189635,0.0006583433,0.002722012,0.0004961204,0.000169834,0.001561389],"genre_scores_gemma":[0.970422,0.006942309,0.020873,0.001465514,0.0000155678,0.0001256812,0.00004345678,0.00004730023,0.00006511945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3987707,"threshold_uncertainty_score":0.8276373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295816003183911,"score_gpt":0.2686293133969557,"score_spread":0.2556711533651166,"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."}}