{"id":"W2808121961","doi":"10.1111/trf.15012","title":"Development and evaluation of a transfusion medicine genome wide genotyping array","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Heart Foundation; National Heart, Lung, and Blood Institute; Medical Research Council; Novo Nordisk; National Institute for Health and Care Research","keywords":"Genotyping; Transfusion medicine; Medicine; Blood transfusion; Biology; Genetics; Internal medicine; Genotype; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354369,0.0002246328,0.0004316725,0.0002353918,0.0002218091,0.000005459012,0.00006818751,0.000153667,0.0007358207],"category_scores_gemma":[0.00003459989,0.0001748482,0.00006509783,0.0003342532,0.0002432865,0.0000946246,0.0000093658,0.0001674916,0.00001250285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006082431,"about_ca_system_score_gemma":0.0001534078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002012094,"about_ca_topic_score_gemma":0.0004626005,"domain_scores_codex":[0.9978079,0.00008113073,0.0005497968,0.0004219339,0.0008811863,0.0002580462],"domain_scores_gemma":[0.9990151,0.00004806869,0.00007167182,0.000261138,0.0004301865,0.000173824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005865006,0.0001750142,0.004880284,0.0002299585,0.00006886034,0.000003350096,0.01212827,0.000002371797,0.8417552,0.00007653619,0.00001006792,0.1400836],"study_design_scores_gemma":[0.01473057,0.002033884,0.5378178,0.00144305,0.001468449,0.0001240267,0.001112273,0.0008421828,0.4286418,0.0004197402,0.01091263,0.0004536715],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800442,0.001055104,0.01142911,0.000993952,0.0001747984,0.001037563,0.000002249939,0.00005964355,0.005203321],"genre_scores_gemma":[0.9935405,0.001328461,0.004546668,0.0002178331,0.0002173117,0.00002478044,0.00003838894,0.00003223681,0.00005378971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5329375,"threshold_uncertainty_score":0.8056721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970523090703073,"score_gpt":0.2914977693786261,"score_spread":0.2517925384715954,"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."}}