{"id":"W2110843424","doi":"10.1158/1055-9965.epi-09-0944","title":"Alcohol and Tobacco Use Prediagnosis and Postdiagnosis, and Survival in a Cohort of Patients with Early Stage Cancers of the Oral Cavity, Pharynx, and Larynx","year":2009,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"National Cancer Institute; Sylvester Comprehensive Cancer Center, University of Miami Health Systems; Yale Cancer Center","keywords":"Medicine; Relative risk; Head and neck cancer; Survivorship curve; Confidence interval; Larynx; Cancer; Stage (stratigraphy); Surgery; Cohort; Cohort study; Smoking cessation; Head and neck; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007516649,0.0001833686,0.0007453841,0.00009341376,0.00006038574,0.000004543288,0.00004420613,0.00012445,0.000006831932],"category_scores_gemma":[0.0003043436,0.0001277074,0.00004190013,0.000165471,0.0005140431,0.0001667002,0.00007267201,0.0001293757,2.773975e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008916935,"about_ca_system_score_gemma":0.0000911794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006324782,"about_ca_topic_score_gemma":0.005147492,"domain_scores_codex":[0.9984738,0.0003432003,0.0004345112,0.0003872575,0.0001158079,0.000245447],"domain_scores_gemma":[0.9989125,0.0004597688,0.0002727289,0.0001660421,0.00008777491,0.000101149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009164232,0.00008532266,0.9835765,0.0001161631,0.0002773403,0.000001745373,0.0002197482,0.000001175313,0.0001352547,0.00002625474,0.0002858121,0.01435825],"study_design_scores_gemma":[0.003426246,0.0009120042,0.9941374,0.0006706413,0.0002764833,0.000002089407,0.00005862796,0.00002052252,0.0001751599,0.00009713239,0.0001085173,0.000115192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875738,0.009618912,0.000004325459,0.001607143,0.00009564195,0.000962701,0.0001085514,0.000008062174,0.00002083512],"genre_scores_gemma":[0.9854978,0.01381671,0.0002197107,0.0003166566,0.00001565705,0.00007765568,0.00001583205,0.000009672207,0.00003026747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424306,"threshold_uncertainty_score":0.956122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194211007689028,"score_gpt":0.343870735655473,"score_spread":0.3019286255785827,"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."}}