{"id":"W4281262438","doi":"10.3389/fnut.2022.851280","title":"The Association Between Total Percent Fat and Serum Uric Acid in Adults","year":2022,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Wu Jieping Medical Foundation","keywords":"National Health and Nutrition Examination Survey; Obesity; Medicine; Inflection point; Linear regression; Demography; Mathematics; Uric acid; Association (psychology); Statistics; Internal medicine; Psychology; Population; Geometry; 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":[0.001011784,0.0002272818,0.0002595729,0.0007242244,0.0001822849,0.0004276946,0.0002538527,0.0003020646,0.0008318452],"category_scores_gemma":[0.002386147,0.0001793357,0.0004118279,0.001183827,0.0001518489,0.0002583089,0.0002914795,0.0003507855,0.0001248967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714796,"about_ca_system_score_gemma":0.0002162775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379958,"about_ca_topic_score_gemma":0.003977427,"domain_scores_codex":[0.9995478,0.0001353512,0.00008045773,0.00009844752,0.00008550366,0.00005241099],"domain_scores_gemma":[0.9988425,0.0002451919,0.0005850447,0.00007536502,0.0001555422,0.00009640812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006363272,0.000007742394,0.9985336,0.00001424541,0.00006976001,0.00001551513,0.00001612561,0.00002466326,0.0000613076,0.00001032585,0.00003154115,0.001151512],"study_design_scores_gemma":[0.000002411902,0.00003985999,0.9994051,0.000007478215,0.00005751702,0.00008840053,0.00002842621,0.0002045772,0.00003213123,0.00002694617,0.0001055615,0.00000148591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954983,0.003188978,0.0002888795,0.00007193111,0.00001242628,0.00000844892,0.0004812686,0.000006506288,0.0004432386],"genre_scores_gemma":[0.99928,0.0003108878,0.0001346677,0.00001856772,0.00001151478,0.000005023915,0.0001715566,9.481811e-7,0.00006667986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003379958,"threshold_uncertainty_score":0.006720603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004819882916002785,"score_gpt":0.2100334741495975,"score_spread":0.2052135912335947,"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."}}