{"id":"W4290065751","doi":"10.1111/trf.17031","title":"Racial differences in transfusion practices: Time to address structural racism","year":2022,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Western University","funders":"","keywords":"Racism; Blood transfusion; Medicine; Intensive care medicine; Sociology; Immunology; Gender studies","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":[0.01088288,0.0004914934,0.001151475,0.0007431474,0.01450767,0.007275568,0.002380344,0.05193138,0.01298264],"category_scores_gemma":[0.02858075,0.000829441,0.001075784,0.0008229336,0.005370212,0.005800007,0.00429575,0.03785948,0.003541795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005910565,"about_ca_system_score_gemma":0.01817842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03649922,"about_ca_topic_score_gemma":0.1190999,"domain_scores_codex":[0.9923769,0.00297742,0.000724146,0.0007556195,0.001575763,0.001590168],"domain_scores_gemma":[0.9735684,0.0145394,0.001820526,0.0007911869,0.00357464,0.00570596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004263727,0.00009441602,0.002941696,0.00006555123,0.00001668479,0.0007077293,0.002375018,0.00002719518,0.0001777941,0.005307079,0.9704825,0.01776166],"study_design_scores_gemma":[0.0001344795,0.00009845069,0.01951253,0.001125184,0.00008346848,0.000754158,0.01666328,0.0002630324,0.0002930658,0.01640249,0.9445582,0.0001117733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007658133,0.000801171,0.00005469465,0.9865246,0.00838848,0.000006859935,0.0000191504,0.000007952398,0.00343119],"genre_scores_gemma":[0.01300963,0.001020724,0.0003895432,0.9514753,0.02164552,0.00006940313,0.00002876157,0.00003495391,0.01232617],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05193138,"threshold_uncertainty_score":0.07257354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237129826550002,"score_gpt":0.2646135964935448,"score_spread":0.2322422982280447,"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."}}