{"id":"W4281776420","doi":"10.1002/cam4.4647","title":"Global, regional, and national burden of cancers attributable to tobacco smoking in 204 countries and territories, 1990–2019","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; McGill University; McGill University Health Centre","funders":"Shahid Beheshti University of Medical Sciences; Cancer Research UK","keywords":"Tobacco use; Environmental health; Medicine; Cancer; Demography; Attributable risk; Smoking prevalence; Risk factor; Population; Pathology; Internal medicine","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":[0.000347283,0.0001061261,0.0002994663,0.0001317274,0.00009438609,0.000005933578,0.00005912978,0.00004133986,0.0003467337],"category_scores_gemma":[0.0000695667,0.00009829649,0.00001272152,0.0004311033,0.000141282,0.00006275137,0.00006099675,0.0001254639,7.561448e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214069,"about_ca_system_score_gemma":0.0004456106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03822695,"about_ca_topic_score_gemma":0.0008351431,"domain_scores_codex":[0.9986773,0.0000238449,0.0002423022,0.000232978,0.0006594178,0.000164156],"domain_scores_gemma":[0.9995115,0.0000518593,0.00008571337,0.0001047257,0.000149033,0.00009720504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002313184,0.00001393177,0.9583126,0.00007138831,0.00002866718,0.00001097955,0.00160616,0.0003314093,0.000273773,0.0007709534,0.03660322,0.00174557],"study_design_scores_gemma":[0.003263358,0.0004278928,0.7402873,0.0005241403,0.0001236914,0.00006773291,0.00291155,0.00004450114,0.0001075852,0.0002512652,0.2518389,0.0001520358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814225,0.005864107,0.00001209849,0.01138435,0.0005252054,0.0002878491,0.0002253588,0.00001548646,0.0002629863],"genre_scores_gemma":[0.9967545,0.0007224822,0.00001655535,0.001642125,0.0004234027,0.0001042718,0.0001274789,0.000009264079,0.0001998636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2180253,"threshold_uncertainty_score":0.9681776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600287645700781,"score_gpt":0.3346298692813929,"score_spread":0.2986269928243851,"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."}}