{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003753627,0.0001305285,0.0001143444,0.0005560809,0.0003234208,0.0004118793,0.0003526034,0.00009502501,0.002443343],"category_scores_gemma":[0.001104227,0.0000634611,0.0001628694,0.001008913,0.0002854594,0.0001670867,0.0003042563,0.0001809753,0.0001556965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032424,"about_ca_system_score_gemma":0.002271347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1320086,"about_ca_topic_score_gemma":0.1384011,"domain_scores_codex":[0.999564,0.00005511131,0.00004202864,0.00006745775,0.0001498379,0.0001216182],"domain_scores_gemma":[0.9988713,0.00009626665,0.0006232587,0.00003687363,0.0001743184,0.0001980324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007415529,0.00002922773,0.9918402,0.00003079773,0.0000157996,0.00009016383,0.000195623,0.00004422794,0.0005490358,0.00004390611,0.0005071672,0.006579683],"study_design_scores_gemma":[0.000003560765,0.00011007,0.9977148,0.00003455185,0.00001507608,0.0002603341,0.0005515169,0.0001387217,0.0003766167,0.00001668952,0.0007743294,0.000003812835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982786,0.0001867498,0.00007929748,0.00004886009,0.000003556619,0.000009257266,0.0004231742,0.000006058714,0.0009644296],"genre_scores_gemma":[0.9991015,0.0002175319,0.00007329552,0.00003391887,0.000004469295,0.00000468295,0.0003074594,0.000002203403,0.0002548544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320086,"threshold_uncertainty_score":0.2624806,"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."}}