{"id":"W3048125984","doi":"10.1158/1538-7445.pedca19-a05","title":"Abstract A05: Incidence and trends in head and neck cancer among United States’ pediatric, adolescent, and young adult population","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Population; Cancer; Head and neck cancer; Epidemiology; Young adult; Demography; Head and neck; Pediatrics; Surgery; Gerontology; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000704603,0.0002125142,0.0001918443,0.002096027,0.0002455443,0.0005767104,0.0004209962,0.0002634641,0.002453846],"category_scores_gemma":[0.001921861,0.0001938555,0.000407099,0.002679269,0.0001326797,0.0006110007,0.0004192539,0.0004584718,0.0006344773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007098818,"about_ca_system_score_gemma":0.0008907494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339372,"about_ca_topic_score_gemma":0.02477278,"domain_scores_codex":[0.9994429,0.00007617613,0.0001150995,0.0001287047,0.0001770014,0.00006012882],"domain_scores_gemma":[0.9984363,0.0001505868,0.0007028746,0.00006994045,0.0005205596,0.0001197239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002018646,0.0000220206,0.9917134,0.00004264183,0.0000540698,0.00002157793,0.00005509371,0.000104809,0.00007603272,0.00005413723,0.003472964,0.004363079],"study_design_scores_gemma":[0.000004168187,0.00002892961,0.9970478,0.00003626978,0.00003207131,0.0001271498,0.0001560184,0.0002858108,0.0001116439,0.00002886301,0.002138334,0.000002835066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859138,0.002561823,0.00141565,0.0005514945,0.00008483732,0.000182279,0.1024547,0.0001545762,0.006680974],"genre_scores_gemma":[0.9305151,0.001656519,0.001557597,0.0002694065,0.00009519593,0.0002261963,0.06382906,0.00002312024,0.001827793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02339372,"threshold_uncertainty_score":0.04651511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08988312083530937,"score_gpt":0.4245275500161202,"score_spread":0.3346444291808109,"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."}}