{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004706007,0.0001100329,0.000227541,0.000197917,0.000178526,0.00001912087,0.00007604419,0.00009796648,0.00001710657],"category_scores_gemma":[0.0001263093,0.0001025278,0.00004527499,0.0004107625,0.0000271469,0.00009982772,0.00008052352,0.0004771064,0.000003054967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405357,"about_ca_system_score_gemma":0.0000280201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005239456,"about_ca_topic_score_gemma":0.00001294412,"domain_scores_codex":[0.9986072,0.0001652105,0.0002713048,0.0002442446,0.0004194618,0.0002926425],"domain_scores_gemma":[0.9995989,0.00005915661,0.00009694812,0.0001572416,0.00002914107,0.00005865922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000244799,0.0002050528,0.9728625,0.0001614777,0.00004163875,0.00002360988,0.001176206,0.000006057172,0.0001964194,0.00001175872,0.01664466,0.00842581],"study_design_scores_gemma":[0.006973432,0.0003692938,0.972088,0.0002503088,0.00009256951,0.00003190181,0.007152246,0.0008791552,0.0003526354,0.0007111841,0.01090231,0.0001969941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911204,0.004198853,0.00009223379,0.002915693,0.0005798224,0.0007215189,0.00004661275,0.00003285731,0.0002919898],"genre_scores_gemma":[0.9970286,0.001273569,0.0007078991,0.0001392917,0.0002307387,0.0001796996,0.0001126358,0.00001664142,0.0003109309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008228816,"threshold_uncertainty_score":0.4180964,"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."}}