{"id":"W4399293643","doi":"10.3390/cancers16112117","title":"The Association of Ethnicity and Oncologic Outcomes for Oral Cavity Squamous Cell Carcinoma (OSCC)","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Betel; Proportional hazards model; Oncology; Stage (stratigraphy); Cohort; Cancer; Basal cell; Population; Univariate analysis; Confidence interval; Multivariate analysis; Nut; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004558881,0.0001746422,0.0001458872,0.0004760317,0.0003050652,0.0003767574,0.0001970897,0.0002894913,0.00195481],"category_scores_gemma":[0.001533028,0.00007455047,0.000248892,0.0005144483,0.0002869164,0.0002364605,0.0003902302,0.0003088682,0.0001999208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283595,"about_ca_system_score_gemma":0.0003666027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006748779,"about_ca_topic_score_gemma":0.01147083,"domain_scores_codex":[0.9998265,0.00003755833,0.00002325421,0.00003397915,0.00003599955,0.00004276495],"domain_scores_gemma":[0.998944,0.0001861349,0.000503898,0.00006355998,0.0001050609,0.000197491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006973543,0.000008515857,0.9990579,0.00000443189,0.00001785979,0.00001825057,0.00001837625,0.00001823583,0.000104684,0.000006642132,0.00002639979,0.0006490177],"study_design_scores_gemma":[0.000002670203,0.00004303001,0.9995139,0.000002687758,0.00001780046,0.0001152471,0.00008963283,0.0000903168,0.00003448055,0.00001502902,0.00007410597,0.000001239452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992238,0.0001883083,0.00003955858,0.0000433319,0.000004296818,0.000002687455,0.000199649,0.000001335525,0.0002970529],"genre_scores_gemma":[0.9996554,0.00006716528,0.00002208059,0.000009843818,0.000005352088,0.000001833739,0.0001682486,9.133789e-7,0.00006925235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006748779,"threshold_uncertainty_score":0.01341897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981557569143086,"score_gpt":0.3397695863313725,"score_spread":0.2999540106399416,"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."}}