{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000133955,0.00005818324,0.0002704452,0.00006122765,0.00007875125,0.000002197591,0.00003146254,0.00004498829,0.0000895234],"category_scores_gemma":[0.00006655518,0.00003860246,0.00001780595,0.00007209282,0.00008387185,0.00002490813,0.00001733371,0.0001233622,0.000004893195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308241,"about_ca_system_score_gemma":0.0001930337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6796205,"about_ca_topic_score_gemma":0.8867391,"domain_scores_codex":[0.9993881,0.00004777386,0.00019742,0.000101615,0.00004709921,0.0002179659],"domain_scores_gemma":[0.9996337,0.00008439508,0.00004950308,0.00007448684,0.00004336839,0.0001145404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001239044,0.00002281618,0.7391135,0.0000362415,0.00000941231,0.000001711814,0.0003733203,2.114978e-7,0.0004669478,0.0002695429,0.002153691,0.2575402],"study_design_scores_gemma":[0.0006449172,0.0002159742,0.9711286,0.00007358207,0.00001620754,0.000002894273,0.0001000352,0.00008219103,0.00002594381,0.0002367756,0.02743503,0.00003780125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821149,0.0120867,1.335447e-7,0.003425071,0.0003573605,0.000291351,0.000004365777,0.000003339741,0.00171677],"genre_scores_gemma":[0.9969167,0.002665821,0.000004205352,0.0001212397,0.00009341064,0.0001024836,0.000004426002,0.000004580088,0.0000871739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2575024,"threshold_uncertainty_score":0.3225129,"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."}}