{"id":"W2924708925","doi":"10.1007/978-3-030-04702-3_4","title":"Human Papillomavirus-Related Head and Neck Cancer","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Head and neck cancer; Human papillomavirus; Head and neck; Medicine; Head (geology); Cancer; Biology; Internal medicine; Surgery","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":[0.0003404298,0.0004845435,0.0004155134,0.001332215,0.0007431315,0.001838602,0.0006388653,0.0007446571,0.06282922],"category_scores_gemma":[0.0006438592,0.0001830766,0.0001999494,0.002092464,0.0006946414,0.001479391,0.0009284875,0.0012055,0.01641271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478778,"about_ca_system_score_gemma":0.001293192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007576413,"about_ca_topic_score_gemma":0.0247942,"domain_scores_codex":[0.9998133,0.00005031136,0.000007970258,0.00002039281,0.0000899278,0.00001808013],"domain_scores_gemma":[0.9997862,0.0001430487,0.000008232776,0.00001160494,0.00003371834,0.00001722648],"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":[0.000008215317,0.00003747985,0.0001358791,0.0003840273,0.000003908065,0.00006406842,0.0003414502,0.000109718,0.0001675424,0.05994285,0.8035691,0.1352358],"study_design_scores_gemma":[0.0000010304,0.000004837764,0.0003253738,0.0002119609,0.000001550605,0.00006003005,0.00008952806,0.00001645758,0.00002965107,0.005435965,0.993822,0.000001606303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003416757,0.09635352,0.0006790842,0.004012098,0.006728437,0.00003254708,0.0003600492,0.00004630976,0.8914464],"genre_scores_gemma":[0.002864857,0.08126125,0.0005381557,0.002661323,0.001949919,0.00003935461,0.0003050536,0.00003704672,0.9103431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06282922,"threshold_uncertainty_score":0.2101847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755998200082973,"score_gpt":0.319766316804672,"score_spread":0.2822063348038423,"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."}}