{"id":"W4285727371","doi":"10.1136/tc-2022-057332","title":"The smoking population is not hardening in South Korea: a study using the Korea Community Health Survey from 2010 to 2018","year":2022,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Korean population; Environmental health; Population; Medicine; Traditional medicine; Family medicine; Advertising; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004373113,0.0001533045,0.0003294777,0.0001012393,0.001658112,0.00009100672,0.0002754558,0.00004176536,0.00007885105],"category_scores_gemma":[0.0002297731,0.000106323,0.00006382538,0.0003668155,0.00002649011,0.00006043797,0.0001475973,0.0008731862,0.000001429682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005396484,"about_ca_system_score_gemma":0.0001111991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2208856,"about_ca_topic_score_gemma":0.03258928,"domain_scores_codex":[0.9964972,0.001932225,0.0004374815,0.0002217693,0.0006022358,0.0003090886],"domain_scores_gemma":[0.9983557,0.0005716987,0.0002250757,0.0007007671,0.00007269305,0.0000740923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004334421,0.0001607043,0.9814057,0.000001489074,0.00004274624,0.000002611478,0.01390441,0.0003142334,0.00006606462,0.000003064388,0.0003432723,0.003322311],"study_design_scores_gemma":[0.00255142,0.0002399761,0.9839712,0.0000262204,0.00009556772,0.000002777224,0.01251576,0.0004060344,0.000007859604,0.00001418924,0.0000692369,0.00009970124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964395,0.00007312205,0.0001618162,0.001200949,0.0005203765,0.001343165,0.0002030469,0.00004144059,0.00001661614],"genre_scores_gemma":[0.9976218,0.00000116256,0.00001241907,0.001955005,0.0001111981,0.00009811513,0.0001233409,0.00002676815,0.0000501592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1882963,"threshold_uncertainty_score":0.9996416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09809761195800352,"score_gpt":0.3488330042601534,"score_spread":0.2507353923021499,"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."}}