{"id":"W2141987768","doi":"10.1016/j.clbc.2015.09.005","title":"Breast Cancer Subtype Variation by Race and Ethnicity in a Diverse Population in British Columbia","year":2015,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Breast cancer; Medicine; Demography; Ethnic group; Cancer; Population; Cancer registry; Estrogen receptor; Confidence interval; Health equity; Gynecology; Oncology; Internal medicine; Public health; Pathology; 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":[0.0007117355,0.0002773619,0.0005169311,0.001766072,0.002693262,0.001152168,0.00117486,0.0004573957,0.002047736],"category_scores_gemma":[0.001903589,0.0003768074,0.0003483074,0.003997801,0.0007392209,0.0003145015,0.0008078349,0.0006316139,0.0003356494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005052469,"about_ca_system_score_gemma":0.003962927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9345509,"about_ca_topic_score_gemma":0.9587903,"domain_scores_codex":[0.9990669,0.0001799083,0.00008130677,0.0002137928,0.00020458,0.0002534396],"domain_scores_gemma":[0.9987336,0.0001519324,0.0001647846,0.00008745343,0.0005586948,0.0003035098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849088,0.00007312604,0.9908553,0.00001887842,0.00009391002,0.0001944931,0.00236223,0.00006238598,0.0008686323,0.0001114,0.0007681833,0.004406624],"study_design_scores_gemma":[0.000006369692,0.00001596,0.9972708,0.00001427128,0.00002891553,0.00007418404,0.001940627,0.0001168231,0.00006493332,0.00002776884,0.0004324712,0.000006829772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978995,0.0002768062,0.00007331606,0.0000908006,0.000004798576,0.00001321915,0.0006414251,0.000003906427,0.0009962748],"genre_scores_gemma":[0.9981143,0.0002189111,0.00007956066,0.00008980453,0.000002612826,0.00001265914,0.0003759814,0.000006231553,0.001099877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06544912,"threshold_uncertainty_score":0.131669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610670132234351,"score_gpt":0.3310841974471355,"score_spread":0.304977496124792,"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."}}