{"id":"W4368373963","doi":"10.1136/tc-2022-057618","title":"Health, economic and social burden of tobacco in Latin America and the expected gains of fully implementing taxes, plain packaging, advertising bans and smoke-free environments control measures: a modelling study","year":2023,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Tobacco control; Latin Americans; Smoke; Productivity; Environmental health; Business; Tobacco industry; Control (management); Population; Advertising; Public health; Medicine; Economic growth; Economics; Engineering; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009683614,0.000177578,0.0007023651,0.0001782266,0.0001724467,0.00002597958,0.00008549672,0.00005898245,0.000009847073],"category_scores_gemma":[0.0000652261,0.0001500504,0.00005288661,0.0001121495,0.0001660452,0.00008443552,0.00006563034,0.0001682521,2.285809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009664644,"about_ca_system_score_gemma":0.00006393051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005123649,"about_ca_topic_score_gemma":0.0006222343,"domain_scores_codex":[0.9981941,0.0002617178,0.0006480715,0.0002986861,0.000267611,0.0003298104],"domain_scores_gemma":[0.9990484,0.0002760691,0.0003748595,0.0002196127,0.00002192426,0.00005910677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000703108,0.00006901965,0.9626575,0.00003432276,0.0001539063,0.000004735486,0.01561027,0.0007896724,0.0008482856,0.00005413786,0.00002926512,0.01904581],"study_design_scores_gemma":[0.03965482,0.0003475852,0.9202988,0.0001255271,0.0003578421,0.000004451515,0.02347828,0.01533483,0.00004129711,0.0001006743,0.00006803463,0.0001879157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956903,0.0003342732,0.001065757,0.001435845,0.00002887862,0.00130725,0.00008837244,0.00002368467,0.00002557679],"genre_scores_gemma":[0.9995337,0.0001208809,0.00003063366,0.0001266801,0.00006363623,0.00007153163,0.00001541527,0.00002335164,0.00001414767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04235872,"threshold_uncertainty_score":0.7745459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125581562513442,"score_gpt":0.2926488046711204,"score_spread":0.261392989045986,"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."}}