{"id":"W4400856110","doi":"10.1016/j.jtct.2024.07.009","title":"Impact of Race and Ethnicity on Outcomes After Umbilical Cord Blood Transplantation","year":2024,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; Office of Naval Research; Pharmacyclics; Takeda Oncology; Genentech; Health Resources and Services Administration; MorphoSys; Seagen; Legend Biotech; Sangamo Therapeutics; BeiGene; Astellas Pharma; Adaptive Biotechnologies; Kiadis Pharma; bluebird bio; Jazz Pharmaceuticals; CSL Behring; St. Jude Children's Research Hospital; HistoGenetics; Atara Biotherapeutics; CareDx; Actinium Pharmaceuticals; National Cancer Institute; Gilead Sciences; Sanofi; GlaxoSmithKline; Bristol-Myers Squibb; AstraZeneca; Swedish Orphan Biovitrum; Omeros Corporation; Vertex Pharmaceuticals; Alexion Pharmaceuticals; Mallinckrodt Pharmaceuticals; Astellas Pharma US; Amgen; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Incyte; Pfizer; Gateway for Cancer Research; American Society of Hematology","keywords":"Umbilical cord; Race (biology); Umbilical Cord Blood Transplantation; Ethnic group; Medicine; Transplantation; Surgery; Political science; Hematopoietic stem cell transplantation; Gender studies; Sociology; Immunology","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":[0.0001988122,0.0002304616,0.0003594092,0.0001686294,0.00003900097,0.00002946449,0.0000333563,0.0001419943,0.0001804113],"category_scores_gemma":[0.00000258031,0.0001706976,0.0001586817,0.0001503608,0.00009912992,0.0001003193,0.000001206624,0.0001843429,0.00000970775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001468988,"about_ca_system_score_gemma":0.0000490131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000636928,"about_ca_topic_score_gemma":0.000009053263,"domain_scores_codex":[0.9987679,0.00008600076,0.0003526583,0.0003372164,0.0002805063,0.0001757845],"domain_scores_gemma":[0.9994153,0.0002352756,0.00004020051,0.0001393643,0.00003799673,0.0001318563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02084106,0.001022309,0.3232966,0.006707998,0.00143983,0.001697913,0.02303024,0.00002550896,0.5772894,0.001891817,0.00002178637,0.04273553],"study_design_scores_gemma":[0.006539303,0.001975499,0.8385195,0.0007622178,0.0008184435,0.0007758024,0.00007791637,0.0003834284,0.149618,0.0001795871,0.00004817315,0.0003021319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928452,0.001711463,0.003997848,0.0002327605,0.00007501541,0.0004993419,0.0001162366,0.00008670318,0.0004354144],"genre_scores_gemma":[0.9848875,0.01432973,0.0002594544,0.000124448,0.00002670865,0.00002930483,0.0001621166,0.00003182908,0.0001488781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5152228,"threshold_uncertainty_score":0.6960847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096434626511588,"score_gpt":0.3112965966682096,"score_spread":0.2903322504030937,"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."}}