{"id":"W4391562060","doi":"10.1001/jama.2023.26640","title":"Serum Urate and Recurrent Gout","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Gout; Medicine; Internal medicine; Hyperuricemia; Medical record; Uric acid; Retrospective cohort study; Medical history","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":[0.0005620013,0.0002536159,0.0003421036,0.0007174614,0.0002156838,0.0007534738,0.0002838287,0.0006023375,0.002451914],"category_scores_gemma":[0.004817832,0.000181814,0.0003593809,0.001109501,0.0004300156,0.0003915943,0.0004602309,0.0006177256,0.0002958871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292591,"about_ca_system_score_gemma":0.0002720833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003699308,"about_ca_topic_score_gemma":0.003114669,"domain_scores_codex":[0.9994174,0.0001791714,0.00008952995,0.00009015921,0.0001572196,0.00006655662],"domain_scores_gemma":[0.9966067,0.0006036264,0.00228721,0.00008116166,0.0001728136,0.0002483985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007759769,0.00001492353,0.9967933,0.00004466612,0.00007358925,0.00007539503,0.00002780609,0.00005401519,0.0000804537,0.00002364067,0.0001459546,0.002588686],"study_design_scores_gemma":[0.000008000642,0.00009118186,0.9971819,0.00005183533,0.00007207,0.001510252,0.00006166044,0.0003079211,0.00009136065,0.00008637463,0.000532109,0.000005338758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845828,0.01168194,0.0003501274,0.0008710964,0.00004968174,0.00001304751,0.0008451463,0.0000322728,0.001573951],"genre_scores_gemma":[0.9986927,0.0008100565,0.0001142763,0.00004611211,0.00003141159,0.000002402852,0.0001860402,0.000001687145,0.0001152641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003699308,"threshold_uncertainty_score":0.008202493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493932424872922,"score_gpt":0.2797625636049862,"score_spread":0.264823239356257,"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."}}