{"id":"W3155027991","doi":"10.1182/blood.2021011281","title":"HLA-haploidentical vs matched unrelated donor transplants with posttransplant cyclophosphamide-based prophylaxis","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Cyclophosphamide; Medicine; Human leukocyte antigen; Histocompatibility Testing; Immunology; Internal medicine; Chemotherapy; Antigen","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":[0.0001832782,0.0003632122,0.0006225802,0.0001212926,0.0001004409,0.00004666498,0.0001211829,0.0002820652,0.0005021298],"category_scores_gemma":[0.00002802573,0.0002972065,0.000164765,0.0005429956,0.0001127979,0.00008440533,0.000006598098,0.0004177462,0.000192853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003820606,"about_ca_system_score_gemma":0.0005237856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005303065,"about_ca_topic_score_gemma":0.00004042385,"domain_scores_codex":[0.9974728,0.0001028719,0.0005500424,0.0006230638,0.0007091325,0.0005421448],"domain_scores_gemma":[0.9986338,0.0001846541,0.00008184737,0.0005008907,0.0002322896,0.0003664902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006477134,0.006310029,0.5109938,0.006220261,0.001549107,0.03981339,0.002105323,0.0001144146,0.425522,0.0003801369,0.00005047936,0.0004639078],"study_design_scores_gemma":[0.0198667,0.001250408,0.1331622,0.001963341,0.002295836,0.005143148,0.0001202018,0.00009594194,0.8354092,0.00003756065,0.0001344675,0.0005210889],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925634,0.000363779,0.003454187,0.0007696542,0.0001326644,0.000736672,0.0001113602,0.0002715245,0.001596795],"genre_scores_gemma":[0.9929836,0.0001434126,0.0052733,0.0004354359,0.00006115255,0.00005880192,0.0005265289,0.00008487004,0.0004329181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4098871,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050875958882247,"score_gpt":0.2301196344199913,"score_spread":0.2196108748311689,"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."}}