{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002275295,0.0002542921,0.0006079913,0.0002508854,0.0000698655,0.00001563975,0.0001392255,0.00006117969,0.00006644284],"category_scores_gemma":[0.00003392126,0.0001886074,0.000102305,0.0006931128,0.0001345258,0.0002386382,0.000007487535,0.0001222148,0.00001905619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001123621,"about_ca_system_score_gemma":0.00008766027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083129,"about_ca_topic_score_gemma":0.001259674,"domain_scores_codex":[0.9982104,0.00006221512,0.0005385699,0.0003864732,0.0004818338,0.0003205115],"domain_scores_gemma":[0.9986281,0.000542138,0.0002557005,0.0003299569,0.0001248502,0.0001191953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001591351,0.0003896012,0.8835736,0.002825507,0.000498013,0.0001308731,0.00278181,0.00010926,0.1070121,0.0001643138,0.00001343604,0.0009101197],"study_design_scores_gemma":[0.01223621,0.00161448,0.532593,0.003692765,0.003384102,0.0002150188,0.001495438,0.0002608011,0.4433964,0.0001526893,0.0003995014,0.0005596135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99581,0.0004726526,0.0008736671,0.0002562414,0.0001019816,0.0008242496,0.00005814711,0.0003006649,0.001302405],"genre_scores_gemma":[0.9925478,0.001640668,0.004224466,0.0001002655,0.00004859236,0.00008733695,0.00007793264,0.00004706762,0.001225862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3509806,"threshold_uncertainty_score":0.7691188,"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."}}