{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007082378,0.0003492574,0.0003262314,0.0007622064,0.0005246051,0.0007920427,0.0005945012,0.0005374989,0.0009856767],"category_scores_gemma":[0.001287259,0.0006687957,0.0006863817,0.001619353,0.0003858182,0.001150734,0.0009136256,0.0008608892,0.0002629815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008026937,"about_ca_system_score_gemma":0.0009298283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.040748,"about_ca_topic_score_gemma":0.06350806,"domain_scores_codex":[0.9995304,0.00007508615,0.00007919024,0.0001558439,0.00007413455,0.00008527091],"domain_scores_gemma":[0.99887,0.00006768256,0.0005147837,0.00009969644,0.0001915475,0.0002562514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002778918,0.00002525473,0.9983735,0.00001851934,0.00004767796,0.00004949074,0.0003143195,0.00001875881,0.0001568512,0.00001250845,0.0001517205,0.0008036033],"study_design_scores_gemma":[0.000001907263,0.00001688304,0.9992571,0.000006445867,0.00001316408,0.00004363358,0.0004260052,0.0000344134,0.00001578857,0.000003909687,0.0001782053,0.000002461215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981477,0.0002431971,0.00004516595,0.0001289405,0.000009181848,0.00002251857,0.001120048,0.000003252457,0.0002799227],"genre_scores_gemma":[0.9984038,0.0001540648,0.00004875888,0.0001302117,0.000005864329,0.00002309459,0.001052916,0.000002816399,0.0001785675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.040748,"threshold_uncertainty_score":0.08102167,"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."}}