{"id":"W2126936991","doi":"10.1186/s12889-015-2576-6","title":"The influence of societal individualism on a century of tobacco use: modelling the prevalence of smoking","year":2015,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; James S. McDonnell Foundation","keywords":"Biostatistics; Public health; Psychological intervention; Epidemiology; Public health interventions; Smoking prevalence; Individualism; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794641,0.0005019177,0.0005667877,0.0008609458,0.0007239494,0.001491244,0.00118571,0.001624509,0.002737869],"category_scores_gemma":[0.007524249,0.000378646,0.001385725,0.0008469163,0.001123645,0.001127703,0.001297485,0.001437968,0.0002408107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978403,"about_ca_system_score_gemma":0.001436566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04288324,"about_ca_topic_score_gemma":0.02842574,"domain_scores_codex":[0.9994298,0.0003651103,0.00001463979,0.00007120415,0.00003086483,0.00008832831],"domain_scores_gemma":[0.9944521,0.004304696,0.000619249,0.0001709537,0.0001856538,0.0002673522],"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":[0.0001436098,0.0002149631,0.06222107,0.00007133407,0.0001899794,0.0002122861,0.0007240126,0.9143838,0.0003538222,0.01636011,0.0008571913,0.004267833],"study_design_scores_gemma":[0.00003382192,0.00007872469,0.009593956,0.0000161271,0.00004735929,0.00004210519,0.0002591015,0.9826325,0.00006102442,0.006671903,0.0005417107,0.00002157567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774809,0.0002816376,0.01528823,0.001248888,0.00002801881,0.00005599047,0.0004964012,0.00003820466,0.005081744],"genre_scores_gemma":[0.9944331,0.0002046099,0.003463802,0.00007904325,0.00001678949,0.00008688433,0.0001811891,0.00001116283,0.001523299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04288324,"threshold_uncertainty_score":0.08526731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1596945833975424,"score_gpt":0.3630002184740116,"score_spread":0.2033056350764692,"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."}}