{"id":"W4308987982","doi":"10.1016/j.jtct.2022.11.007","title":"Clinical Outcomes of Umbilical Cord Blood Transplantation Using Ex Vivo Expansion: A Systematic Review and Meta-Analysis of Controlled Studies","year":2022,"lang":"en","type":"review","venue":"Transplantation and Cellular Therapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute","keywords":"Medicine; Ex vivo; Umbilical Cord Blood Transplantation; Umbilical cord; Transplantation; Stem cell; CD34; Internal medicine; Cord blood; Oncology; Hematopoietic stem cell transplantation; Immunology; In vivo; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002179109,0.0006410346,0.01626668,0.0005650521,0.00008614225,0.00001212341,0.0001417815,0.0002714974,0.0004468523],"category_scores_gemma":[0.00005431112,0.0004154089,0.003564751,0.0007472499,0.0002164015,0.00006968608,0.00000766481,0.0003158725,6.603504e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002107017,"about_ca_system_score_gemma":0.000137546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003130027,"about_ca_topic_score_gemma":0.00001012761,"domain_scores_codex":[0.9927451,0.001817105,0.003855355,0.0006456221,0.0007251778,0.0002116407],"domain_scores_gemma":[0.9947665,0.00276833,0.001644675,0.0005062267,0.0001717339,0.0001425303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004389255,0.000287286,0.00004750919,0.7379287,0.2594325,0.00008790382,0.0008289476,0.000001163305,0.00005401628,0.00005600134,7.628357e-7,0.0008363103],"study_design_scores_gemma":[0.004746962,0.0004372388,0.00002187711,0.01969022,0.9739296,0.0003695831,0.0001799072,0.00002286608,0.00008036037,0.000005997463,0.0001931969,0.0003221197],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002838158,0.9898565,0.0007675753,0.00003085558,0.00005198792,0.005810721,0.0005825594,0.0000298265,0.00003184519],"genre_scores_gemma":[0.001127639,0.996986,0.0004373142,0.0002059623,0.000009239073,0.0004050621,0.0006940693,0.00005462425,0.00008009317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7182385,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2462040315036363,"score_gpt":0.4383533494280599,"score_spread":0.1921493179244236,"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."}}