{"id":"W2939754648","doi":"10.1111/trf.15306","title":"Red blood cell alloantibodies are associated with increased alloimmunization against human leukocyte antigens","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Interquartile range; Human leukocyte antigen; Odds ratio; Isoantibodies; Immunology; Internal medicine; Univariate analysis; Alloimmunity; Confidence interval; Gastroenterology; Red blood cell; Antibody; Antigen; Multivariate analysis","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":[0.0006416356,0.0003187796,0.0002767346,0.0006873466,0.0002514894,0.0005542902,0.0003496794,0.0004988277,0.003309839],"category_scores_gemma":[0.004500071,0.0002676361,0.0003913987,0.001011361,0.0004792301,0.0003220758,0.0003951657,0.0008182941,0.0003856665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398351,"about_ca_system_score_gemma":0.0002111972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006188712,"about_ca_topic_score_gemma":0.0004769182,"domain_scores_codex":[0.9993501,0.0001946784,0.00008386336,0.0001496581,0.0001217993,0.00009995091],"domain_scores_gemma":[0.992365,0.001748912,0.005004903,0.0002521037,0.0002246452,0.0004044335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114934,0.00001704299,0.9983261,0.000009730412,0.00003757586,0.0001379882,0.00001643018,0.00002479116,0.0002702708,0.00001150368,0.00005324415,0.0009804227],"study_design_scores_gemma":[0.000008086604,0.000101495,0.9975255,0.000009413317,0.00004745827,0.00179397,0.00004756257,0.0001674065,0.0001345874,0.00004302262,0.0001185731,0.000002869936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988289,0.0005880567,0.0001440089,0.000046039,0.000008357532,0.000003113727,0.00006873248,0.000006151379,0.0003065573],"genre_scores_gemma":[0.9995781,0.0001441807,0.0001033129,0.00002122506,0.00002111956,0.000002512984,0.0000817843,0.000002076812,0.00004574813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003309839,"threshold_uncertainty_score":0.01107252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00896821025042372,"score_gpt":0.2127534684557145,"score_spread":0.2037852582052908,"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."}}