{"id":"W4410143164","doi":"10.1136/tc-2024-059227","title":"Cigarette packs as advertising channels to promote heated tobacco products in South Korea","year":2025,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; National Cancer Institute; Ministry of Science and ICT, South Korea","keywords":"Advertising; Business; Tobacco industry; Environmental health; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005223447,0.0003761627,0.0006234982,0.0005636952,0.000241796,0.0001333809,0.0003087922,0.0002517304,0.00005851474],"category_scores_gemma":[0.0004762101,0.0003879453,0.0001030874,0.001295121,0.00004679656,0.0002554338,0.00005332213,0.000456145,0.0001488325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612405,"about_ca_system_score_gemma":0.0001854668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004456937,"about_ca_topic_score_gemma":0.000192885,"domain_scores_codex":[0.9968653,0.0001777369,0.000733028,0.0008105726,0.0003485523,0.001064752],"domain_scores_gemma":[0.9985745,0.00006633525,0.0001252044,0.0006400994,0.0002921926,0.0003016796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01486422,0.002333862,0.4911546,0.0007241287,0.0002110322,0.0002922672,0.01134541,0.0003582672,0.07558566,0.000601794,0.01975529,0.3827735],"study_design_scores_gemma":[0.06420222,0.005759944,0.5389425,0.008295962,0.001053535,0.00009766685,0.002826986,0.0005722533,0.2597723,0.00366727,0.1099307,0.004878721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647421,0.0008183737,0.0001296374,0.02770442,0.002112862,0.003311649,0.00005713438,0.0003151133,0.0008086838],"genre_scores_gemma":[0.9900839,0.000003499077,0.0002688504,0.008327313,0.0004442058,0.0003095829,0.00003754329,0.00005134931,0.0004737695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3778948,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354152804861261,"score_gpt":0.281533714981602,"score_spread":0.2679921869329894,"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."}}