{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009071252,0.0003666156,0.000631833,0.0007903256,0.0002559232,0.0006472416,0.0004825621,0.0005639919,0.002087069],"category_scores_gemma":[0.001609174,0.0004482045,0.001425688,0.001804448,0.0002658245,0.0005902011,0.000501031,0.000923602,0.000206673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937347,"about_ca_system_score_gemma":0.0003768313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005734497,"about_ca_topic_score_gemma":0.005422164,"domain_scores_codex":[0.9992132,0.0002396656,0.00009339394,0.0001974391,0.0001458741,0.0001103476],"domain_scores_gemma":[0.998588,0.0003728002,0.000585772,0.0001222559,0.00009748762,0.0002335366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001256424,0.00002281424,0.9987896,0.0000101499,0.0002128133,0.00006017732,0.00001922431,0.00006520298,0.00008384207,0.00001045649,0.0000712185,0.000528955],"study_design_scores_gemma":[0.00001676231,0.0001023539,0.9988818,0.000005867008,0.0001532427,0.0002185427,0.00009319013,0.0003460807,0.00002758496,0.0000130045,0.0001380207,0.000003578039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985271,0.0004544127,0.00009833086,0.0000436979,0.000006294048,0.000007189626,0.0005544901,0.000006437417,0.0003020779],"genre_scores_gemma":[0.9991991,0.0002142524,0.00005675672,0.00001990225,0.00001231871,0.000009293253,0.0004269168,0.000002891416,0.00005859519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005734497,"threshold_uncertainty_score":0.01140225,"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."}}