{"id":"W4312789642","doi":"10.2139/ssrn.4257651","title":"Twenty-Year Trends in Metabolic Syndrome in South Korea: 2001–2020 Korean National Health and Nutrition Examination Survey","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"National Health and Nutrition Examination Survey; Metabolic syndrome; Medicine; Environmental health; Family medicine; Geography; Gerontology; Political science; Obesity; Pathology","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":[0.006674032,0.0001816733,0.0003494023,0.001195039,0.0004228648,0.00004740744,0.0001599911,0.00007450071,0.00007527754],"category_scores_gemma":[0.00007934011,0.0002106297,0.00006166267,0.001348228,0.00003437525,0.0002797398,0.00003390188,0.00210706,0.000003424132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002795082,"about_ca_system_score_gemma":0.001113416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007347615,"about_ca_topic_score_gemma":0.008711386,"domain_scores_codex":[0.9952703,0.001276932,0.0006283052,0.0003374825,0.000646633,0.001840348],"domain_scores_gemma":[0.9992588,0.00006936442,0.0002821736,0.00009667571,0.00008907175,0.000203891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003084566,0.004431771,0.8594073,0.0001681864,0.00008026191,0.0000655114,0.006424692,0.0001106591,0.0001428308,0.01112092,0.001976453,0.1129869],"study_design_scores_gemma":[0.006045773,0.002380281,0.9711102,0.00005360153,0.00001390195,0.001417626,0.004480978,0.0001645222,0.000008692568,0.01327582,0.0007670049,0.0002816283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883755,0.007898381,0.00002231511,0.002834513,0.0003519617,0.0003151509,0.0001250862,0.00002625182,0.00005080898],"genre_scores_gemma":[0.9972944,0.001516081,0.0000539759,0.0002679107,0.0001419902,0.00007233647,0.000521457,0.00003222823,0.00009963964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127052,"threshold_uncertainty_score":0.9154245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422128764613639,"score_gpt":0.2993329819984632,"score_spread":0.2751116943523268,"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."}}