{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000501944,0.000229042,0.0003230966,0.0005523257,0.0004013301,0.0006561746,0.0003274485,0.0005485459,0.0009420863],"category_scores_gemma":[0.001886282,0.0003896377,0.0006013082,0.0006722321,0.0002536122,0.0004938483,0.0003881629,0.0008549401,0.0001934121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363703,"about_ca_system_score_gemma":0.0004584053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009815145,"about_ca_topic_score_gemma":0.01162762,"domain_scores_codex":[0.9997261,0.00006713301,0.00002268331,0.00007518125,0.00004686479,0.00006209263],"domain_scores_gemma":[0.9989645,0.0002457022,0.0003335908,0.0001073621,0.00008009179,0.0002686304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001332621,0.00002956756,0.9992016,0.000002435419,0.00002955406,0.00003234171,0.00002270429,0.00002283275,0.00006945294,0.000003181524,0.00003400792,0.000419011],"study_design_scores_gemma":[0.000009434012,0.0001439548,0.9992973,0.000002326967,0.0000409444,0.0001599523,0.00008071566,0.0001384376,0.00003464251,0.00001404116,0.00007482833,0.000003384065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994411,0.0002071516,0.0000264313,0.00003919567,0.000004652477,0.00000355715,0.0001690611,0.000001812064,0.0001070345],"genre_scores_gemma":[0.9992512,0.0001450456,0.00004655381,0.00002963224,0.00001155839,0.000005161401,0.0003174541,0.000001153123,0.0001922899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009815145,"threshold_uncertainty_score":0.01951605,"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."}}