{"id":"W4318922870","doi":"10.1016/s2352-3026(22)00371-4","title":"Racial and ethnic disparities in childhood and young adult acute lymphocytic leukaemia: secondary analyses of eight Children's Oncology Group cohort trials","year":2023,"lang":"en","type":"article","venue":"The Lancet Haematology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"National Institutes of Health; National Cancer Institute; St. Baldrick's Foundation","keywords":"Medicine; Ethnic group; Cohort; Racial differences; Cohort study; Childhood leukaemia; Internal medicine; Acute lymphocytic leukemia; Demography; Oncology; Pediatrics; Gerontology; Leukemia; Lymphoblastic Leukemia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001993184,0.0002660514,0.00282793,0.0004010406,0.0001009287,0.00001595535,0.0002641433,0.0003921684,0.00005299086],"category_scores_gemma":[0.001477889,0.0001741282,0.0001124978,0.0006404365,0.0009966736,0.00009605091,0.0003539819,0.0005906452,0.00001906826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003822666,"about_ca_system_score_gemma":0.0008482409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445514,"about_ca_topic_score_gemma":0.0006230996,"domain_scores_codex":[0.9968286,0.0008688243,0.0008462273,0.0004612494,0.0003116995,0.0006834524],"domain_scores_gemma":[0.9969206,0.002106434,0.0002797733,0.0004742659,0.00008629199,0.0001326374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005905333,0.0003413924,0.9315643,0.001441311,0.004224096,0.003925589,0.006856515,0.00001550221,0.005118238,0.008072516,0.01781742,0.01471783],"study_design_scores_gemma":[0.01662216,0.0005941071,0.9678809,0.0001674198,0.0009822107,0.008365915,0.0003462915,0.000825624,0.001444979,0.00249809,0.00005395514,0.0002183436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992381,0.002274333,0.00003137853,0.003251742,0.000182058,0.0009285022,0.0001128657,0.00007305079,0.0007650713],"genre_scores_gemma":[0.9904646,0.007862967,0.0001859358,0.0007793693,0.0002727647,0.0001262796,0.0001520794,0.00003345577,0.0001225092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03631664,"threshold_uncertainty_score":0.7100741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0638022391813319,"score_gpt":0.3969267679055848,"score_spread":0.3331245287242529,"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."}}