{"id":"W2942964011","doi":"10.3747/co.26.4819","title":"Human Papillomavirus–Associated Oropharyngeal Cancer: Review of Current Evidence and Management","year":2019,"lang":"en","type":"review","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Psychosocial; Human papillomavirus; Head and neck cancer; Disease; Cancer; Survivorship curve; Quality of life (healthcare); Population; Head and neck; Intensive care medicine; Oncology; Internal medicine; Surgery; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006372177,0.0005504346,0.005977834,0.0002084816,0.00008312763,0.000005549612,0.0002523125,0.0002179619,0.0002268564],"category_scores_gemma":[0.0001494058,0.0004114572,0.00053837,0.0004085873,0.0002048898,0.00005067835,0.0004001505,0.0007344602,0.00005324824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858309,"about_ca_system_score_gemma":0.0007289482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001761852,"about_ca_topic_score_gemma":0.00001789647,"domain_scores_codex":[0.9967375,0.000384232,0.001289762,0.0007198735,0.0004079017,0.0004606928],"domain_scores_gemma":[0.9978597,0.0002136526,0.001012878,0.000497702,0.0002313211,0.000184716],"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":[0.000005757725,0.000248004,0.0001093001,0.404091,0.0002964601,0.00001303619,0.00002002571,1.998618e-9,1.713674e-7,0.00006433774,0.02245896,0.5726929],"study_design_scores_gemma":[0.000459994,0.0004379079,0.0001783339,0.4226511,0.004891176,0.000009719886,0.000003326735,2.078833e-7,1.283995e-7,0.000002914807,0.5711824,0.0001828446],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001558516,0.9924865,8.099852e-7,0.0001887183,0.002578733,0.00320498,0.0001021534,0.00003545478,0.001387007],"genre_scores_gemma":[0.000005378417,0.9982468,0.00001044541,0.0001449303,0.0003057148,0.0007963224,0.0001182886,0.00004710621,0.00032498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5725101,"threshold_uncertainty_score":0.9998337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4479264291103917,"score_gpt":0.5656387191225841,"score_spread":0.1177122900121924,"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."}}