{"id":"W1986333129","doi":"10.1056/nejmra1308383","title":"Global Effects of Smoking, of Quitting, and of Taxing Tobacco","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":844,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Cancer Research UK","keywords":"Cigarette smoking; Smoking cessation; Environmental health; Medicine; Disease; Quit smoking; Burden of disease; Tobacco use; Tobacco in Alabama; Tobacco harm reduction; Internal medicine; Pathology","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":[0.001056553,0.00009668553,0.0006017514,0.0001358901,0.00001352621,0.000001560676,0.0000708566,0.00007110612,0.0000346865],"category_scores_gemma":[0.001150975,0.00006433973,0.00006164487,0.0001581159,0.0001216901,0.00004558937,0.00001637345,0.0001448017,2.892714e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002994971,"about_ca_system_score_gemma":0.00009317257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321711,"about_ca_topic_score_gemma":0.000009336944,"domain_scores_codex":[0.9986094,0.00007030062,0.0006160766,0.00007568421,0.0005259892,0.0001025255],"domain_scores_gemma":[0.9984276,0.0002639264,0.0007985042,0.000125724,0.000249005,0.0001352234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002750336,0.00005524459,0.8097279,0.0003226548,0.0000666352,0.00001486576,0.0009525924,0.000004638174,0.01313645,0.0001590542,0.0003683685,0.1749166],"study_design_scores_gemma":[0.0336678,0.003706799,0.9353968,0.003479535,0.000806205,0.0004451198,0.0001947204,0.00001346207,0.02087971,0.0003622541,0.0009880597,0.00005954769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965146,0.0008822973,0.001049033,0.0003840084,0.0004244684,0.00007891882,9.189104e-7,0.000003485967,0.0006622647],"genre_scores_gemma":[0.9986309,0.0001230054,0.0002372097,0.00006383369,0.0009043407,2.129596e-7,0.000001480678,0.000006985616,0.00003196338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174857,"threshold_uncertainty_score":0.2623698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160257209038533,"score_gpt":0.2858181663207096,"score_spread":0.2742155942303243,"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."}}