{"id":"W4248349905","doi":"10.1158/1538-7755.asgcr21-43","title":"Abstract 43: Global Burden of Cancer in 2020 Attributable to Alcohol Consumption: A Population-Based Study","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Attributable risk; Population; Medicine; Alcohol consumption; Demography; Alcohol; Environmental health; Cancer; Breast cancer; Consumption (sociology); Internal medicine; Biology","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":[0.001121364,0.0004418716,0.0003803427,0.001275166,0.0004094697,0.0009650756,0.0004830037,0.0007998923,0.003908752],"category_scores_gemma":[0.001805014,0.0003513827,0.001501,0.002307672,0.0001964829,0.0009153006,0.0008427311,0.0008985903,0.001685858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006664704,"about_ca_system_score_gemma":0.0007480333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121844,"about_ca_topic_score_gemma":0.009844812,"domain_scores_codex":[0.9994804,0.0001361557,0.00006140261,0.0001274602,0.0001260292,0.00006862275],"domain_scores_gemma":[0.9991838,0.00006605586,0.0002644481,0.00008061058,0.0002443798,0.0001606978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001706855,0.00008316911,0.986882,0.0001321357,0.0005407566,0.00006944124,0.00009744898,0.0002793346,0.0002170127,0.0001192704,0.005383133,0.006025644],"study_design_scores_gemma":[0.0000238775,0.00009018161,0.9957087,0.00005306122,0.0002396701,0.0001868653,0.0001585763,0.000417089,0.0000850162,0.0001318835,0.002893099,0.00001185206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8782206,0.007114522,0.002761812,0.001890116,0.0002482565,0.0002840998,0.09952056,0.0002035888,0.009756517],"genre_scores_gemma":[0.9639511,0.001876582,0.0009185399,0.0005926511,0.0002195835,0.0003226696,0.02967277,0.00003638619,0.00240976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121844,"threshold_uncertainty_score":0.0242269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446530639661517,"score_gpt":0.3896145979804911,"score_spread":0.345149291583876,"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."}}