{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029109,0.0001031137,0.0001673509,0.001655114,0.0002089628,0.0005692279,0.0003556368,0.0002211832,0.001456901],"category_scores_gemma":[0.003056235,0.0001195831,0.0001909187,0.002090222,0.000260312,0.0003148931,0.0002648452,0.0003304371,0.0002694072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326167,"about_ca_system_score_gemma":0.0005032612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006125149,"about_ca_topic_score_gemma":0.006041726,"domain_scores_codex":[0.9989977,0.0001370973,0.0001746425,0.0001329147,0.0004397535,0.0001179084],"domain_scores_gemma":[0.995116,0.0006467686,0.003276603,0.0001309902,0.0005643385,0.000265368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002716791,0.000005301823,0.997955,0.0000102345,0.000008294401,0.00006440915,0.000051405,0.00001536385,0.0001189289,0.000007351607,0.00007731656,0.001659273],"study_design_scores_gemma":[0.000001220594,0.00004823742,0.9988177,0.0000111084,0.000009511275,0.0005372987,0.0001438753,0.00004583219,0.0001811715,0.000004255872,0.0001983066,0.000001457457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982809,0.0006730236,0.00005151829,0.00003329839,0.000003687326,0.000006354217,0.0003947174,0.000007008328,0.0005494258],"genre_scores_gemma":[0.9993317,0.0002420843,0.00003887522,0.00001370399,0.00000469641,0.000003952108,0.000292862,0.000001758029,0.00007040515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006125149,"threshold_uncertainty_score":0.01217902,"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."}}