{"id":"W4413270583","doi":"10.1016/j.jtct.2025.08.006","title":"Comparison of Outcomes after UM171-Expanded Cord Blood and Six Conventional Donor Source Transplants: A Matched Analysis from the EBMT Registry","year":2025,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Research in Immunology and Cancer; Université Laval; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec; Hôpital Maisonneuve-Rosemont","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Stem Cell Network","keywords":"Medicine; Cord blood; Hematopoietic stem cell transplantation; Internal medicine; Transplantation; Graft-versus-host disease; Stem cell; Bone marrow; Propensity score matching; Oncology; Surgery; Biology","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":[0.001456109,0.0002583311,0.0006193001,0.00112391,0.0004321632,0.0007885048,0.0005763469,0.0004572726,0.001732332],"category_scores_gemma":[0.003472733,0.0001841747,0.0007757143,0.001679698,0.0004154995,0.0006761256,0.0009760895,0.0004551107,0.0002910788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007393323,"about_ca_system_score_gemma":0.0005068494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879869,"about_ca_topic_score_gemma":0.00376775,"domain_scores_codex":[0.9983499,0.0004855817,0.0002023171,0.0003669637,0.0002657383,0.000329531],"domain_scores_gemma":[0.997271,0.0006067695,0.001222184,0.0003184979,0.0002203754,0.0003611729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003968623,0.0001327209,0.9902068,0.00002695685,0.0004024359,0.0002432237,0.0001255991,0.0001619593,0.0004965997,0.0001087939,0.0002621166,0.00386412],"study_design_scores_gemma":[0.0001576903,0.0009189395,0.9965715,0.00001705359,0.0002965332,0.0004295155,0.0005102605,0.0003250128,0.0003573027,0.00009070017,0.0003134758,0.00001198144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991859,0.0001404373,0.00006081041,0.00001188917,0.000003825659,0.000007082048,0.0003770218,0.000001512621,0.0002115667],"genre_scores_gemma":[0.9989504,0.00009141042,0.00003972936,0.00001431881,0.000007339484,0.000008193332,0.0008182041,0.000002674413,0.00006779945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002879869,"threshold_uncertainty_score":0.007700741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940186235804729,"score_gpt":0.298586978199582,"score_spread":0.2791851158415347,"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."}}