{"id":"W2758358084","doi":"10.1093/carcin/bgx106","title":"Aetiological heterogeneity of head and neck squamous cell carcinomas: the role of human papillomavirus infections, smoking and alcohol","year":2017,"lang":"en","type":"article","venue":"Carcinogenesis","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Centre Hospitalier de l’Université de Montréal; McGill University; Hôpital Notre-Dame; Armand Frappier Museum","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Head and neck squamous-cell carcinoma; Internal medicine; Confidence interval; Head and neck cancer; Oncology; Cancer; Logistic regression; Risk factor; Epidermoid carcinoma; Case-control study; Etiology; HPV infection; Papillomaviridae; Cervical cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981184,0.0001527899,0.000484688,0.00004993004,0.0005312896,0.00001484835,0.0001041298,0.00009773738,0.000009972174],"category_scores_gemma":[0.00009135955,0.0001020991,0.0000979788,0.00004339683,0.000482282,0.00004174288,0.0001825781,0.0001009306,4.787224e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223448,"about_ca_system_score_gemma":0.00003097306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243926,"about_ca_topic_score_gemma":0.0002313632,"domain_scores_codex":[0.9990812,0.0000590614,0.0002651722,0.0002539681,0.0001460288,0.000194594],"domain_scores_gemma":[0.9990627,0.00008186109,0.0001779373,0.000487344,0.00009921724,0.00009094566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000440392,0.00007002009,0.8720078,0.0001184383,0.00003868992,0.000005062976,0.0003210141,3.951217e-7,0.1243257,0.00005889505,0.00002124168,0.002988714],"study_design_scores_gemma":[0.001002646,0.0005667612,0.8280244,0.00004155362,0.0001762017,0.00002263487,0.0002088566,0.000009701013,0.1694878,0.00006167084,0.000316616,0.00008123459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790884,0.01841591,0.000001136248,0.0001273635,0.00005413586,0.0002518184,0.00001949079,0.00001496372,0.002026743],"genre_scores_gemma":[0.9991005,0.0006600288,0.00002524364,0.00006427654,0.0000788754,0.00002596471,0.000002422382,0.00001312589,0.00002956916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04516204,"threshold_uncertainty_score":0.416348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481533333099344,"score_gpt":0.3193156716143809,"score_spread":0.2711623383044465,"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."}}