{"id":"W2286954991","doi":"10.1089/met.2015.0123","title":"Risk Factors for Insulin Resistance, Metabolic Syndrome, and Diabetes in 248 <i>HFE</i> C282Y Homozygotes Identified by Population Screening in the HEIRS Study","year":2016,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Research Resources; National Cancer Institute; National Human Genome Research Institute; University of California, Irvine; U.S. Public Health Service; Wake Forest University; London Health Sciences Centre; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; University of Minnesota; Kaiser Permanente","keywords":"Medicine; Insulin resistance; Metabolic syndrome; Diabetes mellitus; Type 2 diabetes; Population; Internal medicine; Endocrinology; Bioinformatics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001917451,0.0004674071,0.001353077,0.0005829447,0.0002768007,0.0000875029,0.0002066271,0.0002827123,0.00001638769],"category_scores_gemma":[0.000662269,0.0002868768,0.0002965886,0.001038056,0.000200687,0.000382601,0.00006923976,0.0004060587,0.000004548235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001702586,"about_ca_system_score_gemma":0.00002494089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361936,"about_ca_topic_score_gemma":0.002963885,"domain_scores_codex":[0.9966024,0.0005774616,0.0008343512,0.0007901616,0.0005192251,0.0006764651],"domain_scores_gemma":[0.9984897,0.0004689964,0.0002531274,0.0005817052,0.00004820184,0.0001582278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042955,0.0005651334,0.9007593,0.0001004138,0.001313078,0.00003402279,0.001848825,0.00001711952,0.00005401982,0.00007044376,0.0001044446,0.09502888],"study_design_scores_gemma":[0.008202238,0.0002330198,0.9822074,0.0002367299,0.001018689,0.00003113914,0.002463308,0.00005046805,0.00003859722,0.001095817,0.004013363,0.0004092881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329494,0.0635855,0.00004429674,0.0003406526,0.0001770351,0.002650001,0.00009087452,0.00007325106,0.00008894664],"genre_scores_gemma":[0.989186,0.009778694,0.00009734901,0.00005417227,0.00002016974,0.0003519719,0.00009048228,0.00007385245,0.0003473444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09461959,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007017893819581259,"score_gpt":0.2214654370812772,"score_spread":0.2144475432616959,"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."}}