{"id":"W4386656980","doi":"10.1093/eurpub/ckab164.857","title":"European burden of cancer in 2020 attributable to alcohol use","year":2021,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Attributable risk; Medicine; Alcohol; Environmental health; Alcohol consumption; Cancer; Population; Demography; Breast cancer; 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":[0.0007779644,0.0003794598,0.0003102855,0.0009851819,0.000148863,0.0007942443,0.0002410916,0.000525513,0.005797099],"category_scores_gemma":[0.001428542,0.0001288292,0.001032904,0.001215623,0.0001611821,0.0004382486,0.00071261,0.0004475458,0.001468643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006972596,"about_ca_system_score_gemma":0.0007616687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009957672,"about_ca_topic_score_gemma":0.005623227,"domain_scores_codex":[0.9995372,0.0001456822,0.00005006508,0.00008020391,0.00009677382,0.00009016356],"domain_scores_gemma":[0.9996092,0.00004788599,0.0001368184,0.00001805712,0.0001184228,0.00006968672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00090913,0.0001009893,0.6384874,0.00228008,0.004025228,0.0009478959,0.0002950919,0.00652174,0.002679372,0.0106177,0.1096191,0.2235163],"study_design_scores_gemma":[0.0001088429,0.0002252584,0.7425503,0.001587273,0.001111975,0.00195052,0.0004140095,0.003177485,0.001118539,0.005292234,0.2424093,0.00005433297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4726757,0.2275446,0.01364836,0.01959218,0.002899829,0.0001890017,0.156126,0.001391263,0.105933],"genre_scores_gemma":[0.8741157,0.04553558,0.004626583,0.003498929,0.0006936113,0.000165087,0.06132064,0.0001094237,0.009934463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009957672,"threshold_uncertainty_score":0.01979941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.248254926615559,"score_gpt":0.4259177008467978,"score_spread":0.1776627742312388,"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."}}