{"id":"W2989291909","doi":"10.1210/clinem/dgz199","title":"Changes Over Time in Uric Acid in Relation to Changes in Insulin Sensitivity, Beta-Cell Function, and Glycemia","year":2019,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; St. Michael's Hospital; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Diabetes Canada","keywords":"Uric acid; Insulin sensitivity; Internal medicine; Insulin; Beta cell; Endocrinology; BETA (programming language); Medicine; Chemistry; Insulin resistance; Computer science; Islet","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008189634,0.0001694224,0.000283034,0.0004313152,0.0002287174,0.000575976,0.0002940314,0.0003593841,0.0007416122],"category_scores_gemma":[0.002714903,0.0001376082,0.0002220708,0.0007754774,0.0002823144,0.000337657,0.0002857372,0.0004077956,0.0001038796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036084,"about_ca_system_score_gemma":0.000240656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303944,"about_ca_topic_score_gemma":0.003790685,"domain_scores_codex":[0.9996824,0.000122728,0.00002412237,0.00006812412,0.00005261759,0.00004997884],"domain_scores_gemma":[0.9986314,0.0003592277,0.0006504049,0.0001086913,0.0001004281,0.0001498058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004649395,0.00004037099,0.9956419,0.00001417734,0.00008280351,0.00007728935,0.00009617667,0.00006979395,0.0007975231,0.00002070933,0.00003442789,0.002659909],"study_design_scores_gemma":[0.000002063347,0.00009892338,0.9993306,0.000003532694,0.00002074466,0.0001121458,0.00007832838,0.0001160961,0.0001410392,0.00003245192,0.00006202044,0.000001974975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987592,0.0007021051,0.0001370053,0.00006366093,0.000007154283,0.000004569284,0.0001241702,0.000002444416,0.0001996182],"genre_scores_gemma":[0.9995151,0.0002085619,0.00009493317,0.00001553075,0.00000848225,0.000003623883,0.00008948483,7.675029e-7,0.00006350202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004303944,"threshold_uncertainty_score":0.008557737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504403908863694,"score_gpt":0.3152268178035488,"score_spread":0.2901827787149118,"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."}}