{"id":"W1979888611","doi":"10.3747/co.20.1375","title":"The Epidemic of Human Papillomavirus and Oropharyngeal Cancer in a Canadian Population","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Cancer Care Ontario; Western University","funders":"Merck Canada","keywords":"Medicine; Human papillomavirus; Cancer; Incidence (geometry); Population; Internal medicine; Malignancy; Oncology; HPV infection; Cervix; Head and neck cancer; Papillomaviridae; Cohort; Epidemiology; Vaccination; Biopsy; Cervical cancer; Gynecology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007216402,0.0003564128,0.0003484981,0.001486318,0.002913969,0.00132804,0.001079337,0.0005217399,0.003637892],"category_scores_gemma":[0.002097449,0.0002264987,0.000531187,0.005135361,0.0007697484,0.000423265,0.0009929494,0.0007771009,0.0002245332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03510918,"about_ca_system_score_gemma":0.05789912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963922,"about_ca_topic_score_gemma":0.9960802,"domain_scores_codex":[0.999019,0.0000450135,0.0000339239,0.0001085054,0.0005579609,0.0002355698],"domain_scores_gemma":[0.9986758,0.00005148581,0.0002021654,0.00003156258,0.000729517,0.0003094397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001312405,0.0000487199,0.9554428,0.0002839327,0.00009265078,0.0004933781,0.001430749,0.000394917,0.0005682346,0.0007006195,0.007594373,0.03281837],"study_design_scores_gemma":[0.00001093007,0.00003339282,0.9877949,0.000155795,0.00007076355,0.000493026,0.0021033,0.0004685791,0.00009062949,0.000154885,0.008595125,0.00002869798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525443,0.01073894,0.0005211526,0.006125944,0.0001404066,0.0001438004,0.008514923,0.00007606093,0.02119459],"genre_scores_gemma":[0.9875377,0.007454953,0.0007348284,0.0007136424,0.00003941354,0.0000237781,0.001660237,0.00001066238,0.001824778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03510918,"threshold_uncertainty_score":0.2547361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09723238987244437,"score_gpt":0.4444309496069887,"score_spread":0.3471985597345443,"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."}}