{"id":"W3092856852","doi":"10.1001/jamaoto.2020.3382","title":"Survival Outcomes in Human Papillomavirus–Associated Nonoropharyngeal Squamous Cell Carcinomas","year":2020,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Western University","funders":"","keywords":"Human papillomavirus; Basal cell; Koilocyte; Squamous cell cancer; Cancer research; Cell; Medicine; Oncology; Internal medicine; Biology; Cancer; Cervical cancer; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001269898,0.001896746,0.01525096,0.001168563,0.0003546321,0.00008252636,0.0005955981,0.002045563,0.0003071415],"category_scores_gemma":[0.00147791,0.001629818,0.002980492,0.001574555,0.0003606474,0.000236567,0.0005487805,0.003397936,0.0004094005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117958,"about_ca_system_score_gemma":0.001748114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084886,"about_ca_topic_score_gemma":0.0009149135,"domain_scores_codex":[0.9904491,0.001402201,0.003254243,0.002011627,0.0008968393,0.001985983],"domain_scores_gemma":[0.9932613,0.00326555,0.001227585,0.001239678,0.0002173079,0.0007886199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003166785,0.002172114,0.7464831,0.0512268,0.00130065,0.03088625,0.0004653518,2.0634e-7,0.00002774714,0.0000350259,0.01721362,0.1498724],"study_design_scores_gemma":[0.003249647,0.0005817831,0.2093865,0.01206958,0.001962496,0.0003472382,0.00004665985,0.000005654574,0.000008072015,0.000009865722,0.7707552,0.001577377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1603772,0.8290927,4.437678e-7,0.0005973651,0.001623904,0.002086105,0.0003198533,0.0003975829,0.005504881],"genre_scores_gemma":[0.05373522,0.9399987,0.00003056511,0.001279127,0.0009273869,0.00075639,0.001263918,0.0004149953,0.001593689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7535415,"threshold_uncertainty_score":0.9993777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06083092483686744,"score_gpt":0.3347044644201966,"score_spread":0.2738735395833292,"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."}}