{"id":"W2536912845","doi":"10.1182/blood.v124.21.5103.5103","title":"Utilization of Universal Group O Blood By Non Group O Recipients","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; University of Waterloo; McMaster University","funders":"","keywords":"ABO blood group system; Medicine; Rh blood group system; Red blood cell; Red Cell; Blood transfusion; Group B; Blood type (non-human); Economic shortage; Internal medicine; Immunology; Antibody","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":[0.0001783955,0.0001433304,0.0002755662,0.00009027423,0.00005561935,0.000006903734,0.00009044874,0.0001376992,0.00008829273],"category_scores_gemma":[0.00002629624,0.0001293654,0.00009229845,0.0002365782,0.00005309298,0.00008652302,0.00002673251,0.0001254103,0.00001377008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007619821,"about_ca_system_score_gemma":0.00001270047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00013112,"about_ca_topic_score_gemma":0.00002368347,"domain_scores_codex":[0.9989533,0.00004065785,0.0002457309,0.0002694806,0.0002865881,0.0002042066],"domain_scores_gemma":[0.9993997,0.00003290386,0.00008671956,0.0002895597,0.000066617,0.0001244944],"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":[0.0004665313,0.01335521,0.2994641,0.0004730407,0.0005877251,0.00003783602,0.0006482623,0.00000138168,0.6514166,0.005086936,0.001570471,0.02689191],"study_design_scores_gemma":[0.07190412,0.009787343,0.3988383,0.001091501,0.005902829,0.0001759994,0.0002662143,0.0008516873,0.4828892,0.0004996781,0.02690546,0.0008876906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901048,0.0002046737,0.002970625,0.00008923214,0.0001524552,0.0002755428,0.00001536066,0.00005667922,0.006130639],"genre_scores_gemma":[0.998432,0.0001611953,0.0007443841,0.0001104724,0.0001123155,0.000004726709,0.000169807,0.00002782352,0.0002373138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685274,"threshold_uncertainty_score":0.5275369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030582895783249,"score_gpt":0.224393138775325,"score_spread":0.2140873098174925,"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."}}