{"id":"W2423072635","doi":"10.18001/trs.1.2.1","title":"Content Analysis of Trends in Print Magazine Tobacco Advertisements","year":2015,"lang":"en","type":"article","venue":"Tobacco Regulatory Science","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Association for Cancer Research; National Institute on Drug Abuse; National Cancer Institute; National Institutes of Health; U.S. Department of the Treasury; Cancer Research Society","keywords":"Snus; Advertising; Tobacco control; Content analysis; Tobacco industry; Snuff; Harm reduction; Smokeless tobacco; Psychology; Theme (computing); Medicine; Environmental health; Public health; Sociology; Business; Tobacco use; Population; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004359672,0.0002343949,0.0003396797,0.014046,0.0009481103,0.002232364,0.0003996948,0.0003256428,0.002013947],"category_scores_gemma":[0.02046592,0.0001772217,0.0003350111,0.01103796,0.000645385,0.001734386,0.0008786103,0.0004603103,0.0004664822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912438,"about_ca_system_score_gemma":0.001880911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865308,"about_ca_topic_score_gemma":0.003515774,"domain_scores_codex":[0.9954349,0.001514997,0.0005588563,0.0005930449,0.001606267,0.0002918544],"domain_scores_gemma":[0.9673621,0.01734306,0.004513253,0.0008034705,0.009472809,0.0005053671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009569567,0.0003467965,0.4529553,0.005204392,0.0001816154,0.0006781288,0.1238358,0.0004413762,0.02315361,0.005266061,0.01016,0.37682],"study_design_scores_gemma":[0.00002283598,0.0004140731,0.8705093,0.001458979,0.0001817769,0.0008205492,0.06075989,0.002171804,0.007505869,0.001036029,0.05503739,0.00008147682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714256,0.001491475,0.002876968,0.0005368856,0.0001138896,0.0008715058,0.008568655,0.0001210622,0.01399401],"genre_scores_gemma":[0.971807,0.001777579,0.01159704,0.0003466629,0.0002692678,0.001904665,0.007866627,0.0001261039,0.00430501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014046,"threshold_uncertainty_score":0.02305645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011847124271922,"score_gpt":0.3418787628660164,"score_spread":0.2406940504388242,"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."}}