{"id":"W4414422129","doi":"10.1093/jnci/djaf230","title":"Alcohol consumption and upper aerodigestive tract squamous cell carcinoma: evidence from 28 prospective cohorts","year":2025,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; School of Public Health, Imperial College London; World Cancer Research Fund; Centers for Disease Control and Prevention; National Institutes of Health; Institut Gustave-Roussy; Deutsche Krebshilfe; Associazione Italiana per la Ricerca sul Cancro; Vetenskapsrådet; Division of Cancer Epidemiology and Genetics, National Cancer Institute; Ministero della Salute; Cancerfonden; Nova Scotia Department of Health and Wellness; ZonMw; Women's Health Initiative; Institut National de la Santé et de la Recherche Médicale; Universiteit Maastricht; Agence Nationale de la Recherche; Imperial College London; National Institute on Aging; Ministry of Health, Ontario; Harvard T.H. Chan School of Public Health; National Institute for Health and Care Research; World Health Organization; Cancer Research UK; Bundesministerium für Bildung und Forschung; Swedish Cancer Foundation; NIHR Imperial Biomedical Research Centre; Centre International de Recherche sur le Cancer; National Medical Research Council; Universitetet i Tromsø; Instituto de Salud Carlos III; National University of Singapore; Brigham and Women's Hospital; Medical Research Council; Medical Research Council Canada; Pennsylvania Department of Health; Department of Health and Social Care; Canadian Cancer Society; U.S. Department of Health and Human Services; Royal Marsden NHS Foundation Trust; Compagnia di San Paolo; European Commission; National Cancer Institute; Maryland Department of Health; Deutsches Krebsforschungszentrum","keywords":"Alcohol consumption; Alcohol; Consumption (sociology); Prospective cohort study; Public health; Cancer; Epidemiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01030353,0.0006153094,0.0008962273,0.001709005,0.0003939312,0.001315963,0.0007192735,0.0003514384,0.00120701],"category_scores_gemma":[0.01617783,0.0005125077,0.002704696,0.002552253,0.0005504439,0.0003645133,0.001469407,0.0004707155,0.0002269533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044585,"about_ca_system_score_gemma":0.0008915111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230272,"about_ca_topic_score_gemma":0.007475739,"domain_scores_codex":[0.9955113,0.002055018,0.0006526714,0.0007949819,0.0007520259,0.0002339283],"domain_scores_gemma":[0.9797967,0.007782078,0.007004123,0.002747552,0.002025406,0.0006441581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006973238,0.00002503079,0.9904726,0.0002489268,0.003653526,0.00004282008,0.00007186411,0.00009530794,0.00009691977,0.000016997,0.0001343296,0.004444417],"study_design_scores_gemma":[0.0001149231,0.0002916509,0.9919546,0.0001991652,0.005634592,0.0001806057,0.0001096169,0.0001016287,0.0001204902,0.00005111225,0.001229618,0.0000120242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738688,0.02147643,0.000889228,0.0001360768,0.00005210676,0.00009117894,0.002662504,0.0000174809,0.0008062152],"genre_scores_gemma":[0.9868363,0.009643706,0.0006117331,0.0001003399,0.00004554361,0.0000838316,0.002516012,0.00001286679,0.0001497293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030353,"threshold_uncertainty_score":0.05449098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097585770403905,"score_gpt":0.4034483179474307,"score_spread":0.2936897409070401,"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."}}