{"id":"W3045923563","doi":"10.1016/j.bbmt.2020.07.030","title":"Guidelines for Cord Blood Unit Selection","year":2020,"lang":"en","type":"review","venue":"Biology of Blood and Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"National Cancer Institute","keywords":"Medicine; Human leukocyte antigen; Cord blood; Unit (ring theory); Selection (genetic algorithm); Progenitor cell; CD34; Transplantation; Immunology; Antigen; Stem cell; Internal medicine; Biology; Computer science; Genetics; Machine learning","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":[0.003960624,0.001646086,0.002321607,0.004068252,0.0005850513,0.002011293,0.002611941,0.002971105,0.01460569],"category_scores_gemma":[0.007698135,0.0004605598,0.001923201,0.002984276,0.00112865,0.001677212,0.001451819,0.004142607,0.006186481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953622,"about_ca_system_score_gemma":0.006606797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005383248,"about_ca_topic_score_gemma":0.008605709,"domain_scores_codex":[0.9986005,0.0004542379,0.0003332927,0.000167562,0.0003549826,0.00008934398],"domain_scores_gemma":[0.9965894,0.00182799,0.0004572949,0.00007774757,0.0008634406,0.0001841741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001004263,0.0000649103,0.0002215488,0.01816726,0.0001087399,0.0001735838,0.00004644309,0.0003627621,0.0002339187,0.008108912,0.2076197,0.7647918],"study_design_scores_gemma":[0.00007320864,0.00004495361,0.0005827455,0.02469325,0.0001985458,0.0004798343,0.00003251068,0.00006185839,0.0001109944,0.003129706,0.9705723,0.00002007727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000429938,0.9918267,0.0005394815,0.002742661,0.001725793,0.00003827859,0.0001262324,0.00003033031,0.002927623],"genre_scores_gemma":[0.0004730698,0.9893453,0.001973317,0.004077547,0.001271003,0.000110186,0.000368825,0.00001413302,0.002366668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01460569,"threshold_uncertainty_score":0.04886097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121281505146062,"score_gpt":0.3843272282855183,"score_spread":0.2721990777709121,"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."}}