{"id":"W2765546760","doi":"10.1007/978-3-319-63823-2_11","title":"Human Papillomavirus and Head and Neck Cancer","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Recurrent Respiratory Papillomatosis; Head and neck cancer; Larynx; Oncology; Cancer; Cervical lymph nodes; Incidence (geometry); Internal medicine; Human papillomavirus; Epidemiology; Referral; Disease; Gynecology; Surgery; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004491044,0.0006696453,0.0004302849,0.001535348,0.0008872109,0.00229611,0.0006014245,0.001019493,0.04436534],"category_scores_gemma":[0.0009900781,0.000210658,0.0002112524,0.00239017,0.001289797,0.002658939,0.001278421,0.001789797,0.01070678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469039,"about_ca_system_score_gemma":0.002494327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008139594,"about_ca_topic_score_gemma":0.02052388,"domain_scores_codex":[0.9997575,0.00008009439,0.000008974196,0.00002092191,0.0001092636,0.00002324258],"domain_scores_gemma":[0.9996803,0.0002184962,0.00001265585,0.00001452476,0.00004847918,0.00002555875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009204517,0.00002911669,0.0001023409,0.0003534651,0.00000424596,0.00005217649,0.0005045173,0.0001511969,0.00009807343,0.1493242,0.7157479,0.1336236],"study_design_scores_gemma":[0.000001514559,0.000003493873,0.0001395385,0.0003092132,0.00000174636,0.00004783447,0.0001663255,0.00001899025,0.00002491432,0.01808788,0.9811965,0.000002081239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004225599,0.2303225,0.0008597303,0.009620125,0.009582565,0.00002876976,0.0002357401,0.00004083477,0.7488872],"genre_scores_gemma":[0.00536718,0.1865027,0.000721515,0.005088154,0.004034257,0.00007168671,0.0002548877,0.00005935233,0.7979003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04436534,"threshold_uncertainty_score":0.1484169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06509910751739062,"score_gpt":0.3560903259300757,"score_spread":0.2909912184126851,"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."}}