{"id":"W3123485544","doi":"10.1038/s41598-021-81460-9","title":"A dynamic modelling analysis of the impact of tobacco control programs on population-level nicotine dependence","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Western Sydney University","keywords":"Tobacco control; Psychological intervention; Nicotine; Environmental health; Medicine; Nicotine dependence; Population; Per capita; Tobacco harm reduction; Smoking cessation; Public health; Population health; Demography; Tobacco use; Internal medicine; Psychiatry","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":[0.001180721,0.0007532609,0.001110822,0.0008919605,0.000612214,0.001603162,0.001191563,0.002255862,0.006494217],"category_scores_gemma":[0.005071859,0.0005883508,0.001663086,0.0008475237,0.0007486277,0.001090209,0.001306658,0.001454382,0.0005068282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587385,"about_ca_system_score_gemma":0.002216164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1014058,"about_ca_topic_score_gemma":0.03670121,"domain_scores_codex":[0.9995536,0.0001881143,0.00001519724,0.00007876156,0.00004077497,0.0001234235],"domain_scores_gemma":[0.997784,0.001612804,0.0001983543,0.00004686197,0.0002170387,0.0001409825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000464234,0.00004248771,0.002597167,0.00002969194,0.00004423386,0.00007226047,0.00005910802,0.988576,0.0002463236,0.006405089,0.0004147312,0.001466459],"study_design_scores_gemma":[0.00001526717,0.0000354711,0.001036381,0.000007061523,0.00002266246,0.00001128566,0.00004477993,0.9965799,0.00003265866,0.001849018,0.0003547242,0.00001074331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8313326,0.0008554062,0.1250248,0.003662999,0.0001788263,0.00024444,0.003202121,0.0003276281,0.03517134],"genre_scores_gemma":[0.980354,0.0003928744,0.006263133,0.0001332923,0.00003142092,0.0002175724,0.0005916684,0.00003568741,0.01198025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014058,"threshold_uncertainty_score":0.2016312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04136011683589146,"score_gpt":0.3270434455720137,"score_spread":0.2856833287361222,"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."}}