{"id":"W4384664622","doi":"10.1182/bloodadvances.2023010599","title":"Improved outcomes of UM171–expanded cord blood transplantation compared with other graft sources: real-world evidence","year":2023,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Research in Immunology and Cancer; Université de Montréal; Université Laval; Centre hospitalier universitaire de Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont","funders":"Sanofi; Stem Cell Network; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Astellas Pharma; bluebird bio","keywords":"Medicine; Transplantation; Internal medicine; Hematopoietic stem cell transplantation; Cord blood; Graft-versus-host disease; Surgery; Oncology","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":[0.006320082,0.0004491848,0.001273425,0.0005702842,0.0001964363,0.001420319,0.0007237362,0.0006231026,0.002837865],"category_scores_gemma":[0.01053549,0.0001290304,0.001310732,0.001189176,0.0007128409,0.0005973835,0.0005658814,0.0006459992,0.000360856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514724,"about_ca_system_score_gemma":0.0005252943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002683564,"about_ca_topic_score_gemma":0.0004206518,"domain_scores_codex":[0.9975722,0.001361971,0.0003395457,0.0002644041,0.0003445152,0.0001173281],"domain_scores_gemma":[0.9885743,0.006392903,0.003776162,0.0005837626,0.0004128678,0.0002600522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07017379,0.0009587859,0.2568986,0.01844094,0.02360023,0.0003845086,0.0002345029,0.001170255,0.002404618,0.001499575,0.003613672,0.6206204],"study_design_scores_gemma":[0.01691113,0.05684306,0.7395769,0.02813194,0.0676876,0.00413582,0.0008723246,0.002135105,0.007561679,0.005109381,0.07083192,0.0002030839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4705101,0.5211813,0.0008492939,0.001860685,0.0003290237,0.0001175056,0.0009476269,0.00002553383,0.004179001],"genre_scores_gemma":[0.8948449,0.1003687,0.0006888345,0.001604723,0.0009579522,0.0001019711,0.001125424,0.00001689062,0.0002906293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006320082,"threshold_uncertainty_score":0.03342414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445025573646558,"score_gpt":0.3177718699345521,"score_spread":0.2833216141980865,"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."}}