{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004768265,0.0002231939,0.0002308868,0.0008349924,0.0002335336,0.0005361369,0.00028463,0.0002798855,0.002155236],"category_scores_gemma":[0.0008714225,0.0001236444,0.001075473,0.001985064,0.0001671241,0.0003581017,0.0005551028,0.000435373,0.0005393405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419663,"about_ca_system_score_gemma":0.001949331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.149158,"about_ca_topic_score_gemma":0.1725676,"domain_scores_codex":[0.9996493,0.00008276008,0.00004542514,0.00004657897,0.00008576504,0.00009018984],"domain_scores_gemma":[0.9995853,0.00002770154,0.0001674407,0.00001524949,0.0001427986,0.00006158424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001469838,0.00002159334,0.9623407,0.0005860397,0.0009106079,0.000232643,0.0002164341,0.00104427,0.0007232422,0.0003744782,0.01217364,0.02122941],"study_design_scores_gemma":[0.000006773203,0.00003042062,0.9889276,0.0001634421,0.0002122421,0.0003588352,0.0002863757,0.0003009526,0.0001261516,0.00005800761,0.009521517,0.000007692198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7963815,0.03897899,0.001339396,0.005204097,0.0002956326,0.0001042715,0.1412925,0.0001613856,0.01624233],"genre_scores_gemma":[0.9459665,0.01187365,0.0009820982,0.0005399366,0.0001125768,0.0000869413,0.03838495,0.00001525872,0.002038056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.149158,"threshold_uncertainty_score":0.2965795,"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."}}