{"id":"W4220770911","doi":"10.3389/froh.2022.844230","title":"Life Course Tobacco Smoking and Risk of HPV-Negative Squamous Cell Carcinomas of Oral Cavity in Two Countries","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oral Health","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Réseau de cancérologie Rossy; Réseau de Recherche en Santé Buccodentaire et Osseuse","keywords":"Medicine; Life course approach; Cancer; Genotyping; Internal medicine; Oncology; Genotype; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005225943,0.0003357628,0.0003177226,0.001425897,0.0007103654,0.0008596309,0.0004084757,0.0005040171,0.001303188],"category_scores_gemma":[0.001571878,0.0004176248,0.0007775379,0.001468174,0.0004527026,0.0001748087,0.000673452,0.0004218869,0.0001733916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009078407,"about_ca_system_score_gemma":0.0009893785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1105019,"about_ca_topic_score_gemma":0.08809704,"domain_scores_codex":[0.9995963,0.0001407181,0.00002886306,0.00008343085,0.00003569626,0.0001150212],"domain_scores_gemma":[0.9988733,0.0002270238,0.000278436,0.000103206,0.0001775928,0.0003404926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697585,0.0000345763,0.9981512,0.00001436953,0.00006301248,0.000109738,0.0002927421,0.00007312064,0.0001163672,0.00006058747,0.00008189468,0.0008326128],"study_design_scores_gemma":[0.00001223474,0.00006694061,0.9986984,0.00001159728,0.00006552315,0.0001745136,0.0004847516,0.0001015415,0.00004816914,0.00001847378,0.000312747,0.000005039537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981341,0.0003360436,0.0001081209,0.00003323905,0.000006743745,0.00001882706,0.0007585636,0.000004719599,0.0005997485],"genre_scores_gemma":[0.9985765,0.0002119018,0.000136143,0.00002538602,0.000003185288,0.00001905724,0.0007522749,0.000002954491,0.0002725704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105019,"threshold_uncertainty_score":0.2197174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255921249407098,"score_gpt":0.3246092356207859,"score_spread":0.3020500231267149,"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."}}