{"id":"W2912651631","doi":"10.1016/j.bbmt.2019.02.009","title":"Access to Hematopoietic Stem Cell Transplantation among Pediatric Patients with Acute Lymphoblastic Leukemia: A Population-Based Analysis","year":2019,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; CancerCare Manitoba; Hospital for Sick Children; C17 Council; BC Children's Hospital; University of Toronto; Pediatric Oncology Group; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital","funders":"Pediatric Oncology Group of Ontario; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Hematopoietic stem cell transplantation; Odds ratio; Confidence interval; Internal medicine; Univariate analysis; Transplantation; Population; Leukemia; Acute leukemia; Acute lymphocytic leukemia; Cohort; Pediatrics; Oncology; Multivariate analysis; Lymphoblastic Leukemia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001235305,0.0002280123,0.0005125248,0.0006950896,0.00005946619,0.00002042708,0.0001259208,0.0001995667,0.00004812123],"category_scores_gemma":[0.000004133638,0.0001813304,0.00009777169,0.0008447237,0.00005627476,0.0001610277,0.00000967685,0.0001074186,0.000008488332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009411193,"about_ca_system_score_gemma":0.0002837226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002525548,"about_ca_topic_score_gemma":0.0001055108,"domain_scores_codex":[0.9984326,0.00008331751,0.0004172632,0.00045781,0.0003162205,0.0002927962],"domain_scores_gemma":[0.9990045,0.0002547436,0.0001820745,0.0002091497,0.0001678367,0.0001816469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001857302,0.0001475296,0.9897788,0.001269348,0.0004648269,0.00002742226,0.0003520822,0.0007039692,0.005214785,0.00001564349,0.00000410317,0.0001641475],"study_design_scores_gemma":[0.008725272,0.001039855,0.9714863,0.00009093116,0.008862849,0.0000147854,0.00002378529,0.0008312927,0.008705474,0.000008747646,7.094761e-7,0.0002099439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910097,0.00004200049,0.007560659,0.00004435825,0.00004954938,0.0009353888,0.0002267973,0.00003953462,0.00009198145],"genre_scores_gemma":[0.9974864,0.0001134499,0.0006096265,0.00009725121,0.00002396447,0.00004663209,0.00155565,0.00002393167,0.00004306244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829248,"threshold_uncertainty_score":0.739444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006018770240243066,"score_gpt":0.235929702471241,"score_spread":0.229910932230998,"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."}}