{"id":"W2598900011","doi":"10.1200/jco.2014.32.15_suppl.6567","title":"Asian and non-Asian disparities in outcomes of head and neck cancer (HNC).","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Head and neck cancer; Internal medicine; Cancer; Confounding; Cohort; Proportional hazards model; Demography; Oncology","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":[0.0003526504,0.000107533,0.0001261014,0.0004223609,0.0003408717,0.0003266733,0.0001346743,0.0001522321,0.003133908],"category_scores_gemma":[0.0007153552,0.00008804403,0.0003157086,0.0006176147,0.0001504199,0.0003111043,0.0004612571,0.0002817358,0.0002789071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705274,"about_ca_system_score_gemma":0.0005130248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108034,"about_ca_topic_score_gemma":0.02986828,"domain_scores_codex":[0.9998347,0.00002369173,0.00001513459,0.00002929056,0.00003318786,0.00006403763],"domain_scores_gemma":[0.9996163,0.00004050695,0.0001769689,0.00002074317,0.00004740328,0.00009807361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004589542,0.00001559126,0.9975503,0.00001132607,0.00002074192,0.00002979633,0.00007661535,0.00001816804,0.0001255672,0.00003989354,0.0001418282,0.00192428],"study_design_scores_gemma":[0.000002344,0.00002425434,0.9992297,0.000007587508,0.00002044417,0.00009524508,0.0002124246,0.00006429619,0.0000374361,0.00004138917,0.0002636415,0.000001304768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978791,0.0003044966,0.00003595541,0.00009235951,0.000008610597,0.000006158948,0.000486897,0.000001798198,0.001184672],"genre_scores_gemma":[0.9993837,0.000121662,0.00002872033,0.00002784955,0.000007433756,0.000003736858,0.0002705424,0.000001314887,0.0001551638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108034,"threshold_uncertainty_score":0.02203166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09295739453404164,"score_gpt":0.4896196884698372,"score_spread":0.3966622939357956,"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."}}