{"id":"W3212616106","doi":"10.1172/jci.insight.152598","title":"Donor genetic and nongenetic factors affecting red blood cell transfusion effectiveness","year":2021,"lang":"en","type":"article","venue":"JCI Insight","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; National Institutes of Health; National Cancer Institute; National Heart, Lung, and Blood Institute; Kaiser Permanente","keywords":"Leukoreduction; Medicine; Hemoglobin; Hemolysis; Creatinine; Bilirubin; Blood transfusion; Internal medicine; Immunology","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":[0.003704005,0.0002506007,0.0004249595,0.0006339928,0.0002945555,0.0008922082,0.0004272939,0.0002284535,0.001805013],"category_scores_gemma":[0.006559227,0.0001258651,0.0005437174,0.001003991,0.0002784427,0.0003461476,0.000463715,0.0003666076,0.000153953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006323803,"about_ca_system_score_gemma":0.0005391897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161186,"about_ca_topic_score_gemma":0.002179409,"domain_scores_codex":[0.9974711,0.0009130125,0.0004648522,0.0004110965,0.0004643936,0.0002757056],"domain_scores_gemma":[0.9925208,0.002209217,0.003870802,0.0006592844,0.0004458553,0.0002941529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232989,0.00003000841,0.994876,0.00001791753,0.0001439349,0.00007285862,0.00003572622,0.0002217431,0.0002831811,0.00009288715,0.000142832,0.003959675],"study_design_scores_gemma":[0.000008723669,0.0001666083,0.9950576,0.00002730141,0.0001654414,0.0007485544,0.000125789,0.001667948,0.0009873101,0.0002846707,0.0007504937,0.000009566339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961132,0.001445396,0.001251913,0.0001852241,0.00001428085,0.00001143928,0.000491837,0.00001163209,0.0004750911],"genre_scores_gemma":[0.9990129,0.0001791062,0.0003461874,0.00004980876,0.00001399379,0.000006932426,0.0002765269,0.000005206517,0.0001092612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003704005,"threshold_uncertainty_score":0.01958895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030673503861658,"score_gpt":0.2458100134860418,"score_spread":0.2355032784474252,"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."}}