{"id":"W2769574490","doi":"10.1182/blood.v128.22.3402.3402","title":"Red Cell Alloimmunization Rates in Allogeneic Hematopoietic Stem Cell Transplant Recipients","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary; University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Medicine; ABO blood group system; Hematopoietic stem cell transplantation; Cord blood; Human leukocyte antigen; Population; Transplantation; Bone marrow; Internal medicine; Immunology; Antigen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496108,0.0001565185,0.0002538452,0.0001100106,0.00004017632,0.000008166318,0.00009592509,0.0001299278,0.0001087401],"category_scores_gemma":[0.000002341205,0.0001052647,0.0000713709,0.0001964328,0.00002539876,0.00006340163,0.00001346113,0.00009831108,0.00006347844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830308,"about_ca_system_score_gemma":0.0000365556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002440005,"about_ca_topic_score_gemma":0.00002564205,"domain_scores_codex":[0.9989057,0.00005351832,0.0003094987,0.000275774,0.000195598,0.0002598818],"domain_scores_gemma":[0.999473,0.00004451526,0.0000525962,0.0002935805,0.00003997731,0.00009629306],"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":[0.0001460974,0.001848887,0.2647425,0.0001476595,0.00002860947,0.000109782,0.000810932,0.000001392964,0.7308624,0.0000341206,0.00004225105,0.001225398],"study_design_scores_gemma":[0.01485718,0.0004055081,0.1099873,0.0006585559,0.0002845474,0.00006621399,0.00007524294,0.000008566916,0.8728731,0.00006622269,0.0004939953,0.0002234917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959205,0.0006994288,0.0002384509,0.0004798428,0.0001050051,0.0003648328,0.00001006223,0.00005287546,0.002128957],"genre_scores_gemma":[0.9974847,0.0009703523,0.0002004795,0.00008541124,0.00003744887,0.00002030859,0.00002679241,0.00003246115,0.001142027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1547552,"threshold_uncertainty_score":0.429257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063478512365277,"score_gpt":0.2140327317808416,"score_spread":0.2033979466571889,"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."}}