{"id":"W3195687532","doi":"10.1136/tobaccocontrol-2021-056812","title":"Combating the tobacco epidemic in North America: challenges and opportunities","year":2021,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research","funders":"National Institutes of Health","keywords":"Tobacco use; Population; Geography; Tobacco control; Demography; Smoking prevalence; Latin Americans; Socioeconomics; Medicine; Environmental health; Public health; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704352,0.0001106693,0.0002814226,0.00004813051,0.00006502949,0.00002097135,0.00005389448,0.00005343372,0.00006589488],"category_scores_gemma":[0.0002057187,0.00008105664,0.00004397076,0.00008767083,0.00007155823,0.00007428809,0.00002752777,0.0002149083,0.000002842451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003700753,"about_ca_system_score_gemma":0.0000752062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006313223,"about_ca_topic_score_gemma":0.000382346,"domain_scores_codex":[0.9990948,0.0001271615,0.0002310416,0.0001858847,0.0001684545,0.0001926919],"domain_scores_gemma":[0.999239,0.0002971343,0.00007821478,0.0002421186,0.00008247347,0.00006103234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002849996,0.00004030107,0.6983994,0.00001150046,0.00002146783,0.00007235636,0.0008992853,0.000004186419,0.00008864824,0.0005550639,0.00006824048,0.299811],"study_design_scores_gemma":[0.001618031,0.0000572927,0.9885262,0.00005757918,0.00009562469,0.00004666074,0.005732376,0.00005674427,0.00003292611,0.00006157087,0.003618996,0.0000959686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754617,0.005870469,0.00002982854,0.01615299,0.00009471114,0.0002022609,0.000005985341,0.00003912651,0.002142979],"genre_scores_gemma":[0.9936665,0.00320228,0.00002466908,0.002780871,0.00011585,0.00004467148,0.0000222284,0.00001256752,0.0001304011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.299715,"threshold_uncertainty_score":0.3305394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08174096987995343,"score_gpt":0.2921805087358483,"score_spread":0.2104395388558948,"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."}}