{"id":"W4389221881","doi":"10.1182/blood-2023-173727","title":"UM171 Expanded Cord Blood Transplantation Outcomes Compare Favorably to All Different Stem Cell Sources: An EBMT Registry Case-Control Analysis","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital de l'Enfant-Jésus; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Transplantation; Hematopoietic stem cell transplantation; Cord blood; Stem cell; Internal medicine; Graft-versus-host disease; Oncology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512485,0.0003802604,0.0007390456,0.001367628,0.0004767578,0.0008019193,0.0007129503,0.0004486837,0.001877033],"category_scores_gemma":[0.003010164,0.0003070034,0.0007904781,0.001603052,0.000467603,0.0005704092,0.0008909909,0.00047745,0.000234918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005008861,"about_ca_system_score_gemma":0.0003083795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604676,"about_ca_topic_score_gemma":0.001633472,"domain_scores_codex":[0.9985654,0.0003053113,0.0002087157,0.0005036964,0.0002460159,0.0001709231],"domain_scores_gemma":[0.9972174,0.0004776086,0.001544512,0.0003595983,0.000184354,0.0002164859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008273502,0.00005875523,0.9970024,0.00003123596,0.0002677798,0.0001689868,0.0000732241,0.00004137019,0.0001921587,0.00003676935,0.0001044516,0.001195438],"study_design_scores_gemma":[0.0001174879,0.0006715916,0.9961841,0.00002986173,0.0004210795,0.001247798,0.0002570978,0.0003650909,0.0002518722,0.00004907798,0.0003943532,0.00001059859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989184,0.0003522818,0.000109266,0.00001286804,0.000003663923,0.00002513529,0.0003758222,0.000002810336,0.0001997102],"genre_scores_gemma":[0.9990657,0.0001105119,0.00007685411,0.0000128363,0.00000885592,0.00002632949,0.0006488701,0.000002722792,0.00004723754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877033,"threshold_uncertainty_score":0.007998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362784227815947,"score_gpt":0.3271574312095789,"score_spread":0.2735295889314194,"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."}}