{"id":"W4392926518","doi":"10.1111/trf.17778","title":"Transfusing children with sickle cell disease using blood group genotyping when the pool of Black donors is limited","year":2024,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Héma-Québec","funders":"","keywords":"Genotyping; Medicine; Disease; Blood transfusion; Immunology; Genotype; Genetics; Internal medicine; Biology; Gene","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":[0.001120328,0.0003444628,0.0003123492,0.000785411,0.0004571202,0.0004835908,0.0003823881,0.0003524148,0.001793291],"category_scores_gemma":[0.002376877,0.0001190129,0.0002095144,0.000714593,0.0002725914,0.0004285433,0.0003544884,0.000296002,0.0002843994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224554,"about_ca_system_score_gemma":0.0005150494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003222218,"about_ca_topic_score_gemma":0.003868766,"domain_scores_codex":[0.9993777,0.0002402275,0.00005360221,0.00009640478,0.0001417332,0.00009030293],"domain_scores_gemma":[0.9990206,0.0002876686,0.0004301971,0.00007449096,0.00008471568,0.0001024091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068321,0.00005572918,0.9761553,0.00004530633,0.00002500279,0.0008278909,0.000332235,0.00004235748,0.001977838,0.00005966746,0.0004547347,0.01991701],"study_design_scores_gemma":[0.00002474856,0.0004473553,0.9791881,0.00023074,0.0001720882,0.01010428,0.0009717935,0.0006059226,0.003531125,0.0002647032,0.004444083,0.00001499209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963028,0.001220247,0.0007360602,0.0002198566,0.00002586109,0.00003575546,0.000166778,0.00001944815,0.001273132],"genre_scores_gemma":[0.9971766,0.0008531141,0.001370237,0.0001555566,0.00002586431,0.00002547291,0.0001871875,0.000005050763,0.0002007747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003222218,"threshold_uncertainty_score":0.006406963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255489162082594,"score_gpt":0.2240290170951509,"score_spread":0.2114741254743249,"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."}}