{"id":"W4393937796","doi":"10.4314/ahs.v23i4.39","title":"Frequency of red blood cell allo-immunization in patients undergoing blood transfusion at the Uganda Cancer Institute","year":2023,"lang":"en","type":"article","venue":"African Health Sciences","topic":"Blood groups and transfusion","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; University of British Columbia","funders":"","keywords":"Medicine; Immunization; Blood transfusion; Red Blood Cell Transfusion; Blood cancer; Pediatrics; Cancer; Intensive care medicine; Internal medicine; Immunology; Immune system","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":[0.002053743,0.0002012803,0.0005477434,0.0003404771,0.0004543445,0.0004868671,0.0003412776,0.0005265722,0.002408084],"category_scores_gemma":[0.005479581,0.0002255873,0.0004061662,0.0005038118,0.0003501467,0.0002829263,0.0004022177,0.0006906613,0.0001546468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498368,"about_ca_system_score_gemma":0.0007253028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009416057,"about_ca_topic_score_gemma":0.000902903,"domain_scores_codex":[0.9985909,0.0008756127,0.0001125177,0.0001383999,0.0001320988,0.0001504866],"domain_scores_gemma":[0.9970681,0.0010091,0.001186379,0.0001359699,0.0001836251,0.0004169222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.131413,0.008954556,0.7672369,0.002041053,0.0009948089,0.0001623333,0.001165515,0.0002817322,0.002179131,0.000200289,0.002298472,0.08307238],"study_design_scores_gemma":[0.02418238,0.1434462,0.820731,0.0007531386,0.001896426,0.0006302969,0.001036665,0.0006666227,0.001922716,0.000267249,0.004415536,0.00005163544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978778,0.001372058,0.00004659364,0.00009888136,0.00002937946,0.0001270738,0.0000905888,0.000003700824,0.0003539074],"genre_scores_gemma":[0.9991886,0.0002941167,0.0000937552,0.00006745267,0.00001595525,0.0002108947,0.0000444921,7.056761e-7,0.00008394606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002408084,"threshold_uncertainty_score":0.01086134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362933112492143,"score_gpt":0.2839919476105832,"score_spread":0.2603626164856617,"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."}}