{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007856346,0.002392014,0.0166781,0.003724132,0.0005072291,0.003105824,0.002146109,0.002259497,0.003605031],"category_scores_gemma":[0.02063402,0.001207946,0.02624209,0.006195429,0.0007976666,0.001641819,0.001645097,0.00212981,0.0002786984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729001,"about_ca_system_score_gemma":0.00258939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005413058,"about_ca_topic_score_gemma":0.01344129,"domain_scores_codex":[0.9931626,0.002396324,0.002471472,0.0009917961,0.0007325764,0.0002451478],"domain_scores_gemma":[0.9861889,0.009965037,0.002663912,0.0003610727,0.0006549119,0.0001661587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002804769,0.0000364469,0.006185565,0.4081854,0.567726,0.0001345897,0.00009011373,0.0003587313,0.0002576682,0.0001050885,0.0006332432,0.01348242],"study_design_scores_gemma":[0.0007783032,0.0001677228,0.005095573,0.01891941,0.9731961,0.0001144716,0.00007183771,0.00009714156,0.00009545092,0.0001566051,0.001274137,0.00003327124],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004258865,0.9947675,0.0002492677,0.00007153256,0.00007284817,0.00009864481,0.0003563994,0.000008796032,0.0001160836],"genre_scores_gemma":[0.154083,0.8421369,0.001339876,0.0008632452,0.0001973926,0.0003547593,0.0007596482,0.00002357475,0.0002415878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0166781,"threshold_uncertainty_score":0.04154879,"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."}}