{"id":"W2949937640","doi":"10.1016/j.bbmt.2019.06.012","title":"Inferior Access to Allogeneic Transplant in Disadvantaged Populations: A Center for International Blood and Marrow Transplant Research Analysis","year":2019,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Transplantation; Population; Poverty; Demography; Hematopoietic cell; Epidemiology; Internal medicine; Environmental health; Haematopoiesis; Stem cell","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":[0.0006683089,0.0001868751,0.000495853,0.001080564,0.00006520285,0.00002722926,0.000183446,0.0002024768,0.00005996459],"category_scores_gemma":[0.0000763184,0.0001614142,0.0001035041,0.0004912115,0.0001437207,0.0001599298,0.0000234838,0.0001950801,0.000002135359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003679235,"about_ca_system_score_gemma":0.0001196984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003514228,"about_ca_topic_score_gemma":0.001278972,"domain_scores_codex":[0.9981449,0.000157902,0.0005109179,0.0005215374,0.0002724202,0.0003923154],"domain_scores_gemma":[0.9989551,0.0003861009,0.00006953001,0.0001774301,0.0002512778,0.0001605031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002508336,0.0002490163,0.7589208,0.0004736239,0.000647124,0.0000282941,0.001075162,0.00002504492,0.2350759,0.0003125105,0.000008814173,0.00067535],"study_design_scores_gemma":[0.01939998,0.001506927,0.9387237,0.0005232766,0.002681378,0.0002129338,0.000179716,0.0009113259,0.03491497,0.0003535815,0.0002438334,0.0003483296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940877,0.0002503055,0.001881546,0.0009814871,0.0001413533,0.001362268,0.001159082,0.00001761849,0.0001186671],"genre_scores_gemma":[0.9946009,0.001510394,0.001620376,0.0001326372,0.00006243688,0.0001516712,0.001837859,0.00001897297,0.00006475436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001609,"threshold_uncertainty_score":0.6582279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04343795650085607,"score_gpt":0.3753550496107844,"score_spread":0.3319170931099283,"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."}}