{"id":"W4409706485","doi":"10.1080/21645515.2025.2486768","title":"Human papillomavirus (HPV) related oropharyngeal cancers in Canada: A multicenter retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; Ottawa Hospital; Western University","funders":"","keywords":"Human papillomavirus; Medicine; Retrospective cohort study; Oncology; Papillomaviridae; Cohort; Cohort study; Internal medicine; Gynecology; Cervical cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008962256,0.0007343244,0.0009641677,0.001589179,0.004038289,0.001813206,0.001591781,0.000747204,0.002190817],"category_scores_gemma":[0.001519272,0.000995329,0.001089659,0.006099233,0.0008614673,0.0006121542,0.001266055,0.001002912,0.0004964914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02345302,"about_ca_system_score_gemma":0.0292752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762034,"about_ca_topic_score_gemma":0.9812068,"domain_scores_codex":[0.9986225,0.00007321715,0.00009249744,0.0003791556,0.0003798074,0.0004528474],"domain_scores_gemma":[0.9976782,0.00008200354,0.0004369438,0.0001506186,0.001091033,0.0005611904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001205564,0.00005213678,0.9970843,0.00003344843,0.0001033643,0.0001441793,0.0003400159,0.00004365528,0.000138596,0.00004296215,0.0008291924,0.00106748],"study_design_scores_gemma":[0.00003652125,0.00007918514,0.9969643,0.00004718469,0.0001223735,0.0002006456,0.00117045,0.0002106724,0.00004023354,0.00002456206,0.001085795,0.00001820706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883599,0.0007626102,0.0001429837,0.0001718174,0.0000161527,0.0002200888,0.008781839,0.00001672457,0.001527811],"genre_scores_gemma":[0.9919788,0.0009436283,0.0003990185,0.0002268995,0.00001347095,0.0001253318,0.005439826,0.00001387272,0.0008590727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02379656,"threshold_uncertainty_score":0.1701644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694719322008288,"score_gpt":0.3092858291303983,"score_spread":0.2923386359103154,"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."}}