{"id":"W2143365473","doi":"10.1186/1758-3284-2-6","title":"Low prevalence of Human Papillomavirus in oral cavity carcinomas","year":2010,"lang":"en","type":"article","venue":"Head & Neck Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Human papillomavirus; Head and neck squamous-cell carcinoma; Oral cavity; Otorhinolaryngology; Internal medicine; Genotyping; Head and neck; Oncology; HPV infection; Head and neck cancer; Pathology; Cancer; Genotype; Surgery; Cervical cancer; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000309642,0.0001539656,0.0007580699,0.0001142159,0.00006583722,0.000002166659,0.0001144418,0.0002174436,0.0003477572],"category_scores_gemma":[0.0001297587,0.000134787,0.00008177359,0.000182012,0.0002991646,0.00004721663,0.00008094907,0.0005415214,0.00003289859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365784,"about_ca_system_score_gemma":0.0003349674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407931,"about_ca_topic_score_gemma":0.01467407,"domain_scores_codex":[0.9986612,0.00007920036,0.0004056035,0.0003072103,0.0001664992,0.0003803222],"domain_scores_gemma":[0.9992133,0.00009827929,0.00009953501,0.0003506608,0.0001017097,0.0001364535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002839182,0.0007737723,0.7392852,0.0006344889,0.00002253653,0.0002527539,0.001249057,3.249578e-7,0.2372324,0.0004415149,0.001474149,0.01834986],"study_design_scores_gemma":[0.002909742,0.002719306,0.9635399,0.0001550626,0.00004969857,0.00007514714,0.00006962192,0.00001567016,0.01658768,0.0001158214,0.01363484,0.0001275049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844609,0.000467939,9.183955e-7,0.0009550594,0.0004248374,0.0003510945,0.00001092339,0.00003371648,0.01329464],"genre_scores_gemma":[0.9977583,0.0001323629,0.0004075153,0.0005108944,0.0001614714,0.00004989607,0.000004102486,0.00001627007,0.0009592158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2242547,"threshold_uncertainty_score":0.8188474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04188153232034843,"score_gpt":0.375798187846799,"score_spread":0.3339166555264506,"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."}}