{"id":"W4309658169","doi":"10.34172/aim.2022.68","title":"Pre-diabetes, Diabetes Mellitus and Related Cardio-metabolic Risk Factors in the Southern Coastal Region of Iran Middle-aged and Elderly Population; Bandare-Kong Cohort Study","year":2022,"lang":"en","type":"article","venue":"Archives of Iranian Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Hormozgan University of Medical Sciences; Ministry of Health and Medical Education","keywords":"Medicine; Hypertriglyceridemia; Diabetes mellitus; Impaired fasting glucose; Body mass index; Waist; Population; Cohort; Type 2 Diabetes Mellitus; Gerontology; Demography; Type 2 diabetes; Internal medicine; Environmental health; Impaired glucose tolerance; Endocrinology; Cholesterol; Triglyceride","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":[0.001835581,0.0003179815,0.001386786,0.0004502432,0.0002396348,0.00001031343,0.0002179501,0.00006014657,0.00002821373],"category_scores_gemma":[0.0003804072,0.0002215826,0.0002298242,0.000466234,0.0005705234,0.00007008352,0.0001253852,0.0006097541,2.3146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001306912,"about_ca_system_score_gemma":0.00003265638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370244,"about_ca_topic_score_gemma":0.001020941,"domain_scores_codex":[0.9961665,0.001262887,0.0008027614,0.0005008845,0.000888074,0.0003788434],"domain_scores_gemma":[0.9982035,0.0005482567,0.0003633714,0.0006962057,0.00003291178,0.0001557336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612391,0.0002273236,0.908684,0.000190425,0.0008992507,0.00002587461,0.04082834,0.00004648788,0.0002505437,0.000008757789,0.000009690835,0.04866803],"study_design_scores_gemma":[0.0057287,0.002310486,0.9712992,0.0002703675,0.001369014,0.00001902839,0.01816245,0.0001498973,0.00008358469,0.0002554017,0.0001662749,0.0001856542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847309,0.01237773,0.00001496969,0.0001394489,0.0001109684,0.002216219,0.0001153618,0.00003420215,0.0002602064],"genre_scores_gemma":[0.9988402,0.0006453882,0.00004922292,0.00003946254,0.00008489893,0.00007675805,0.0001452855,0.00004659195,0.00007225973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0626151,"threshold_uncertainty_score":0.9928654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152542789573335,"score_gpt":0.2179738643289163,"score_spread":0.2064484364331829,"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."}}