{"id":"W2109138411","doi":"10.1136/bmjopen-2014-005710","title":"Relationship between socioeconomic status and type 2 diabetes: results from Korea National Health and Nutrition Examination Survey (KNHANES) 2010–2012","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"University of Alberta","keywords":"Medicine; National Health and Nutrition Examination Survey; Socioeconomic status; Marital status; Type 2 diabetes; Logistic regression; Body mass index; Environmental health; Demography; Gerontology; Epidemiology; Cross-sectional study; Diabetes mellitus; National Health Interview Survey; Social class; Population; Internal medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009035384,0.0002979093,0.0003200303,0.001259535,0.000229184,0.0003460685,0.0003236904,0.0002574597,0.001300572],"category_scores_gemma":[0.002328431,0.0002040187,0.0005599916,0.0015372,0.00008614601,0.0003129898,0.0005651332,0.0003510701,0.0002100076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846159,"about_ca_system_score_gemma":0.0003017607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249154,"about_ca_topic_score_gemma":0.01916564,"domain_scores_codex":[0.9995257,0.00008979055,0.000104848,0.00009152318,0.000120445,0.00006768122],"domain_scores_gemma":[0.9988192,0.00009282798,0.0006345021,0.00005969046,0.0002547642,0.0001390065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000602847,0.00001958823,0.9978949,0.00003391341,0.0001537579,0.00001945345,0.00002410334,0.00002961062,0.00006914074,0.000007059171,0.0004954733,0.001192627],"study_design_scores_gemma":[0.000003427349,0.00001294564,0.9996336,0.000008054782,0.00004212699,0.00002642881,0.00004369712,0.00003895646,0.00001619417,0.000003898159,0.0001688751,0.000001835987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825615,0.00102814,0.0001728982,0.0002094151,0.00002773372,0.00003869646,0.01497039,0.00001006745,0.000981029],"genre_scores_gemma":[0.9893795,0.0005424948,0.0002724962,0.00008026952,0.00002649296,0.00005355789,0.009305445,0.000004290435,0.0003354082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249154,"threshold_uncertainty_score":0.02483767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108868939381172,"score_gpt":0.3632548150645012,"score_spread":0.252367921126384,"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."}}