{"id":"W2494184365","doi":"10.3390/cancers8080075","title":"HPV Associated Head and Neck Cancer","year":2016,"lang":"en","type":"review","venue":"Cancers","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Head and neck cancer; Head and neck; Disease; Human papillomavirus; Head and neck squamous-cell carcinoma; Medicine; Malignant transformation; Cancer; Biomarker; Cancer research; HPV infection; Oncology; Internal medicine; Virology; Biology; Cervical cancer; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001010912,0.0003878698,0.002234535,0.00009998411,0.00009568554,0.00001267961,0.0000831275,0.0002834107,0.0005153652],"category_scores_gemma":[0.00009690856,0.0002461408,0.0002714871,0.0002279367,0.0001417247,0.00003622571,0.00005858601,0.0003020286,0.00005624037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771331,"about_ca_system_score_gemma":0.002870355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004893456,"about_ca_topic_score_gemma":0.000350008,"domain_scores_codex":[0.9985067,0.00004428374,0.0003617889,0.000458971,0.0002051806,0.0004230978],"domain_scores_gemma":[0.9991369,0.00009303296,0.0002045114,0.0002565595,0.00008256079,0.0002264646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001191441,0.000004690985,0.00005806514,0.006465868,0.0005354359,0.00002173708,0.00005617014,2.476726e-8,2.123362e-7,0.00001335974,0.03243152,0.960401],"study_design_scores_gemma":[0.0007670423,0.0001336221,0.0001508363,0.05507177,0.0006863006,0.00001285452,0.000007783889,6.047662e-7,5.235143e-7,0.000005174054,0.9428948,0.00026874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005671112,0.9866609,6.283645e-7,0.0002712079,0.000814803,0.000586706,0.0002231837,0.00007766883,0.01130818],"genre_scores_gemma":[0.00001845916,0.9900931,0.0000116507,0.0004724353,0.0006136408,0.0003618916,0.00002484836,0.00006995488,0.008334065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9601322,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07566577069431567,"score_gpt":0.3977026576567443,"score_spread":0.3220368869624287,"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."}}