{"id":"W2946919252","doi":"10.1200/jco.2019.37.15_suppl.e18214","title":"Socioeconomic contributions to clinical outcome by HPV status in squamous cell carcinomas of the head and neck (SCCHN): An analysis of NCDB.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Socioeconomic status; Residence; Demography; Stage (stratigraphy); Internal medicine; Cancer; Demographics; Oncology; Environmental health; Population","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":[0.000979998,0.0001962107,0.0003892757,0.001315744,0.0003892243,0.0005347854,0.000418617,0.000297599,0.001574936],"category_scores_gemma":[0.00210994,0.0001552057,0.0008403374,0.002771524,0.0001645029,0.0003782663,0.0008726303,0.0003386154,0.0002317615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005750988,"about_ca_system_score_gemma":0.0005229124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03348156,"about_ca_topic_score_gemma":0.03760014,"domain_scores_codex":[0.9993085,0.0001999988,0.00009159365,0.0001236896,0.0001654155,0.0001107544],"domain_scores_gemma":[0.9987123,0.0002663207,0.0005483362,0.0001140693,0.0001679981,0.0001910009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049217,0.00001390616,0.9989852,0.00001421058,0.0001130814,0.00001893071,0.00002241358,0.0000283049,0.00003862598,0.000009871935,0.0001420785,0.0005084848],"study_design_scores_gemma":[0.000004174776,0.0000241611,0.9994376,0.000004938369,0.00005191435,0.00004077378,0.00008647859,0.0001172761,0.00001277395,0.000007865939,0.0002105549,0.000001445224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931732,0.0006523617,0.00006747186,0.00005795127,0.000006742944,0.00001151622,0.005490652,0.000002848386,0.0005372904],"genre_scores_gemma":[0.9944769,0.0002122515,0.00004989491,0.00001998342,0.000008540809,0.00002057502,0.005030089,0.00000284726,0.0001788401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03348156,"threshold_uncertainty_score":0.06657338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08186424534813325,"score_gpt":0.4918483483844827,"score_spread":0.4099841030363495,"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."}}