{"id":"W3013244320","doi":"10.3389/fonc.2020.00403","title":"Alcohol Use and Cancers of the Gastrointestinal Tract. Epidemiology and Preventive Implications","year":2020,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Centre for Addiction and Mental Health","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Epidemiology; Gastrointestinal tract; Medicine; Gastrointestinal cancer; Oncology; Internal medicine; Intensive care medicine; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002849878,0.00007045821,0.0003620445,0.00004648181,0.00004109442,0.000001301225,0.00004548578,0.00007227114,0.00001256619],"category_scores_gemma":[0.001554095,0.00005339113,0.00003036005,0.0001029548,0.0003582762,0.00003535538,0.00004149927,0.000253395,7.326106e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382373,"about_ca_system_score_gemma":0.000274979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007961301,"about_ca_topic_score_gemma":0.00005511215,"domain_scores_codex":[0.9990725,0.0002732099,0.0002609318,0.0001875188,0.00003204751,0.0001738219],"domain_scores_gemma":[0.999071,0.0004950924,0.0001459077,0.0001026031,0.00003962554,0.0001457906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772354,0.00003020757,0.9842338,0.00007354621,0.000008961944,0.000004384198,0.0003943224,0.000004486124,0.0003234884,0.0003274376,0.008495644,0.005926517],"study_design_scores_gemma":[0.001239043,0.0005016337,0.990225,0.00005930278,0.00004550218,0.0001691788,0.00018058,0.0006797261,0.00001717163,0.0002708471,0.006575634,0.00003633419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490036,0.0009461681,0.003053379,0.0457567,0.0001738109,0.0007377916,0.0000146708,0.00001333997,0.0003005272],"genre_scores_gemma":[0.9742768,0.0003843208,0.01793266,0.007256659,0.0000419579,0.00004275126,0.000003620378,0.000006768641,0.00005444244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03850004,"threshold_uncertainty_score":0.2177227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680051292398716,"score_gpt":0.418248368049391,"score_spread":0.2502432388095194,"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."}}