{"id":"W3039532649","doi":"10.1016/j.bbmt.2020.06.029","title":"Optimal Donor for African Americans with Hematologic Malignancy: HLA-Haploidentical Relative or Umbilical Cord Blood Transplant","year":2020,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Umbilical Cord Blood Transplantation; Umbilical cord; Transplantation; Cord blood; Internal medicine; Gastroenterology; Incidence (geometry); Leukemia; Malignancy; Hematopoietic stem cell transplantation; Surgery; Immunology","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":[0.0003199488,0.0001053228,0.0002454205,0.0002919685,0.0002962131,0.0004159402,0.0001382871,0.0002169741,0.001967106],"category_scores_gemma":[0.001013107,0.00004255001,0.0001951766,0.0003783575,0.0001533381,0.0003371077,0.0002611701,0.0002151134,0.0002418601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923098,"about_ca_system_score_gemma":0.000258423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002397406,"about_ca_topic_score_gemma":0.0006582472,"domain_scores_codex":[0.9998286,0.00006255161,0.00002122579,0.00002305888,0.00002833068,0.00003621179],"domain_scores_gemma":[0.9997472,0.00004104738,0.0001321617,0.00001099914,0.00001373831,0.00005488165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002955488,0.0004609069,0.8533659,0.0002677416,0.0001670666,0.001998984,0.0002381318,0.0005041554,0.005809462,0.0009620868,0.001931449,0.1313387],"study_design_scores_gemma":[0.0004128138,0.002446899,0.9565975,0.0007104358,0.0004852545,0.01750427,0.001824027,0.001165023,0.005179557,0.002112263,0.01152032,0.00004174181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908502,0.006106788,0.0006039623,0.0006475119,0.00007296196,0.00001340494,0.0001015348,0.000008723659,0.001594876],"genre_scores_gemma":[0.9980372,0.001185852,0.0003387811,0.0001709577,0.00005911144,0.000007670887,0.00009709934,0.000002914435,0.0001003934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001967106,"threshold_uncertainty_score":0.006580591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124856297803917,"score_gpt":0.2759039894570693,"score_spread":0.2446554264790301,"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."}}