{"id":"W4401908924","doi":"10.2196/59571","title":"Prevalence, Awareness, Treatment, and Control of Type 2 Diabetes in South Korea (1998 to 2022): Nationwide Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kyung Hee University","keywords":"Medicine; Type 2 diabetes; Socioeconomic status; Cross-sectional study; Demography; Pandemic; Odds ratio; Odds; Logistic regression; Residence; Environmental health; Diabetes mellitus; Obesity; Gerontology; Disease; Population; Coronavirus disease 2019 (COVID-19); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007709732,0.0003433432,0.0002339336,0.0007039248,0.0003718421,0.0004522247,0.0003418353,0.0004361726,0.00101104],"category_scores_gemma":[0.0009168033,0.0004687454,0.0004910268,0.001014264,0.0001763714,0.0006348332,0.000497852,0.0006039586,0.0002915321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002553,"about_ca_system_score_gemma":0.0004056586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237789,"about_ca_topic_score_gemma":0.01682059,"domain_scores_codex":[0.999666,0.00006539783,0.00006363832,0.00009668002,0.00005941351,0.00004888859],"domain_scores_gemma":[0.9991847,0.00005951502,0.0004216397,0.00005742136,0.0001302432,0.0001465867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002721131,0.00003177403,0.9993042,0.000009270409,0.00003885218,0.00002640493,0.0000486016,0.00001088902,0.00007603058,0.000002697976,0.00009573183,0.0003283354],"study_design_scores_gemma":[0.000003814972,0.00003942483,0.9994723,0.000005393015,0.00002068889,0.00007994153,0.0002047547,0.00004765217,0.00001677669,0.000002881725,0.0001041681,0.000002234606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976641,0.0001758819,0.00006755929,0.000054771,0.000008016375,0.00002496666,0.001696255,0.000003843192,0.0003045515],"genre_scores_gemma":[0.9975152,0.0001745422,0.0001277641,0.00009068378,0.000008453,0.00004906722,0.001841576,0.0000021375,0.0001905743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01237789,"threshold_uncertainty_score":0.02461165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729540743853371,"score_gpt":0.3251398875365021,"score_spread":0.2978444800979684,"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."}}