{"id":"W2750402004","doi":"10.1016/j.exphem.2017.06.069","title":"Single UM171 expanded cord blood transplant is feasible and safe, accelerates engraftment, reduces hospitalization length and most importantly improves HLA matching","year":2017,"lang":"en","type":"article","venue":"Experimental Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Institute for Research in Immunology and Cancer; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; CD34; Cord blood; Hematopoietic cell; Transplantation; Regimen; Haematopoiesis; Urology; Internal medicine; Stem cell; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001079841,0.0003076271,0.000541328,0.00009652598,0.0004511283,0.0001376104,0.0001146054,0.0001831394,0.00009728179],"category_scores_gemma":[0.00001409207,0.0002812842,0.00005041646,0.00004677388,0.0002602813,0.000321455,0.00004660905,0.0001225262,0.000005983016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002873484,"about_ca_system_score_gemma":0.0000446283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001458053,"about_ca_topic_score_gemma":0.0000210746,"domain_scores_codex":[0.9984338,0.00003807839,0.0004510902,0.0005328604,0.0001950848,0.0003490906],"domain_scores_gemma":[0.999131,0.0000640979,0.0002465403,0.0003288861,0.00003879975,0.0001906225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005088614,0.0006541778,0.0435327,0.000417045,0.0002079543,0.0002839078,0.008601402,5.308559e-8,0.9406032,0.003958818,0.00009717295,0.001134715],"study_design_scores_gemma":[0.003478737,0.0008465633,0.009592592,0.000313525,0.0001699293,0.002734522,0.002493053,0.00005093068,0.9797831,0.0002172263,0.00004530575,0.000274558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905578,0.005750186,0.00007574338,0.0004296396,0.000213793,0.0006868856,0.00002974652,0.0000743654,0.002181873],"genre_scores_gemma":[0.997299,0.0006527389,0.00142536,0.000187431,0.00004887195,0.0000689692,0.00009096706,0.00004391095,0.0001827316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03917987,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730537127180497,"score_gpt":0.3108800285309659,"score_spread":0.2835746572591609,"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."}}