{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009859775,0.001769629,0.003118777,0.00581321,0.0009937244,0.002812839,0.004167024,0.005603037,0.01293919],"category_scores_gemma":[0.02096683,0.001100025,0.005267449,0.004378697,0.0007822068,0.001560544,0.001957957,0.006825377,0.01052263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005503757,"about_ca_system_score_gemma":0.01977357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02565537,"about_ca_topic_score_gemma":0.03997527,"domain_scores_codex":[0.987651,0.003661086,0.002739618,0.0006205292,0.004572758,0.0007549496],"domain_scores_gemma":[0.9813049,0.003563601,0.003217235,0.0003534889,0.01044152,0.001119141],"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":[0.0001831172,0.0001247345,0.000815242,0.01405548,0.0004034925,0.0002949162,0.0001316561,0.0005151766,0.000658599,0.002029471,0.775561,0.2052271],"study_design_scores_gemma":[0.0006478854,0.0001576895,0.004793733,0.04242215,0.001010781,0.0007380672,0.00009722486,0.0004830578,0.0002415715,0.002184157,0.9471588,0.00006489735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002238097,0.5495262,0.02228198,0.2086063,0.03770062,0.01032314,0.03930264,0.001345205,0.1286758],"genre_scores_gemma":[0.02030746,0.4961952,0.1705797,0.1233717,0.01636893,0.01906697,0.08146393,0.000735337,0.07191071],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02565537,"threshold_uncertainty_score":0.05214405,"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."}}