{"id":"W3006661268","doi":"10.2147/dmso.s235981","title":"&lt;p&gt;Epidemiology of General, Central Obesity and Associated Cardio-Metabolic Risks Among University Employees, Ethiopia: A Cross-Sectional Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"University of Gondar","keywords":"Medicine; Waist; Overweight; Anthropometry; Cross-sectional study; Obesity; Body mass index; Waist–hip ratio; Epidemiology; Waist-to-height ratio; Diabetes mellitus; Environmental health; Blood pressure; Demography; Metabolic syndrome; Epidemiological transition; Abdominal obesity; Gerontology; Internal medicine; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002356197,0.0006082318,0.003172574,0.0002800485,0.0004576366,0.00004439014,0.0003106951,0.0005883673,0.00006864203],"category_scores_gemma":[0.001445704,0.0005968935,0.0008392573,0.0007933598,0.0007787388,0.0003426077,0.0004128094,0.000707316,0.00001491875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007089761,"about_ca_system_score_gemma":0.0001886447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328251,"about_ca_topic_score_gemma":0.0005102658,"domain_scores_codex":[0.9948318,0.001293918,0.0008693644,0.001208278,0.0007028094,0.001093834],"domain_scores_gemma":[0.9972694,0.0003533011,0.0004321026,0.0006565604,0.0003464782,0.0009421781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000703773,0.0006564952,0.9930688,0.0002015614,0.003279007,0.0001171871,0.0004089152,0.00003609557,0.0002832969,0.0002643789,0.0001023488,0.001511509],"study_design_scores_gemma":[0.004062941,0.0005901544,0.9884189,0.0000531654,0.001975904,0.00003386104,0.00005690345,0.0002017784,0.0003977127,0.00008662872,0.003609163,0.0005128616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759955,0.02170027,0.00003973287,0.00008326509,0.0003343928,0.001205299,0.0002939125,0.000189388,0.0001582306],"genre_scores_gemma":[0.9958629,0.002935407,0.0002530498,0.0002342473,0.0003432135,0.00001790257,0.0001263103,0.00005746566,0.0001695187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01986738,"threshold_uncertainty_score":0.9996483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831811999755098,"score_gpt":0.261317468108746,"score_spread":0.232999348111195,"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."}}