{"id":"W4212827976","doi":"10.1002/hed.27007","title":"Tumor molecular differences associated with outcome disparities of Black patients with head and neck cancer","year":2022,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; National Cancer Institute; Foundation for the National Institutes of Health","keywords":"Head and neck cancer; Medicine; Outcome (game theory); Head and neck; Oncology; Internal medicine; Cancer; Surgery; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007664998,0.0001535407,0.0002383123,0.0005987646,0.0005177949,0.0005138137,0.0002361651,0.0002312344,0.003009018],"category_scores_gemma":[0.002612308,0.0001116295,0.0003661811,0.0007368744,0.0002190301,0.0002435998,0.0003763913,0.0003068606,0.0001796031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401148,"about_ca_system_score_gemma":0.0004611062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007332299,"about_ca_topic_score_gemma":0.009130834,"domain_scores_codex":[0.9996518,0.00008984153,0.00002376191,0.00009276672,0.00005657913,0.00008526874],"domain_scores_gemma":[0.9988487,0.0002730805,0.0005668057,0.00009664235,0.0001045122,0.0001102672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002235883,0.00002777014,0.9959136,0.00001754301,0.0001310028,0.00003119896,0.0001244466,0.00006344613,0.0006498637,0.0001049167,0.0001747707,0.002537815],"study_design_scores_gemma":[0.00000869329,0.00004866215,0.9983199,0.00001194405,0.0001002968,0.0000951904,0.0002216959,0.0001830037,0.0002995069,0.0001760341,0.000532079,0.000002989162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985373,0.0002558894,0.000108481,0.00009198727,0.000005930685,0.000004741884,0.000578835,0.00000234917,0.0004144509],"genre_scores_gemma":[0.9992536,0.00008664335,0.00007908138,0.00002589461,0.000008152895,0.000006168236,0.0004074386,0.000002780313,0.000130282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007332299,"threshold_uncertainty_score":0.01457924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285542339699107,"score_gpt":0.281689982041036,"score_spread":0.2588345586440449,"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."}}