{"id":"W4414081077","doi":"10.1002/ijc.70124","title":"Oral co‐infection with multiple alpha‐human papillomavirus and head and neck cancer risk","year":2025,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Head and neck cancer; Incidence (geometry); HPV infection; Etiology; Population; Human papillomavirus; Vaccination; Cancer; Epidemiology","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":[0.001648046,0.0003305688,0.0004373563,0.0003787549,0.0003958392,0.0006148106,0.0004367809,0.0003302349,0.00238555],"category_scores_gemma":[0.005559781,0.000253731,0.0006502229,0.000495922,0.0005599022,0.0002524403,0.0004464641,0.000542285,0.00009212118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296147,"about_ca_system_score_gemma":0.003314856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3670179,"about_ca_topic_score_gemma":0.3529151,"domain_scores_codex":[0.9987273,0.0004246868,0.00004938525,0.0002843872,0.0003548695,0.000159358],"domain_scores_gemma":[0.9978928,0.0007721176,0.0006134151,0.0001714945,0.0001960625,0.000354082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006061438,0.00006138151,0.990157,0.00003884257,0.0002490035,0.00007462686,0.00008342044,0.0003520784,0.0004424188,0.00005136886,0.00007331477,0.007810386],"study_design_scores_gemma":[0.00003233776,0.000340678,0.9974595,0.00001728629,0.0001866042,0.0001846217,0.00009558091,0.001094073,0.0002466048,0.00006975018,0.0002675017,0.000005493644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975529,0.001123163,0.0003651072,0.0001237909,0.00000822424,0.0000356747,0.0001845165,0.00001148168,0.0005952414],"genre_scores_gemma":[0.9990242,0.0002380275,0.0002835235,0.00002525711,0.000005502996,0.000008291315,0.00006229705,0.000001348423,0.0003516024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670179,"threshold_uncertainty_score":0.7297633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011876173306115,"score_gpt":0.3864205965397531,"score_spread":0.3663018348066919,"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."}}