{"id":"W2901124171","doi":"10.1111/vox.12717","title":"International Society of Blood Transfusion Working Party on Red Cell Immunogenetics and Blood Group Terminology: Report of the Dubai, Copenhagen and Toronto meetings","year":2018,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood groups and transfusion","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Red Cross Lifeblood; NIH Clinical Center; National Institutes of Health; Agence Nationale de la Recherche","keywords":"Antigen; Transfusion medicine; Medicine; Blood transfusion; Immunogenetics; Serology; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705762,0.0001380526,0.0002684091,0.00001970706,0.00009677672,0.000008311737,0.0001080142,0.0001439428,0.0001602139],"category_scores_gemma":[0.000021981,0.00009723073,0.0001162682,0.00006964325,0.000257214,0.00003027435,0.00007073793,0.0001119358,5.567101e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008991319,"about_ca_system_score_gemma":0.00002595419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003865519,"about_ca_topic_score_gemma":0.0001291381,"domain_scores_codex":[0.9989104,0.00003048577,0.0003946602,0.0002784468,0.0002411507,0.0001448513],"domain_scores_gemma":[0.9993242,0.00005098734,0.0001846693,0.0002967226,0.00009287105,0.00005052559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002663802,0.0005920157,0.06896409,0.0001247093,0.0003164725,0.00002552419,0.004211883,7.266817e-8,0.9154171,0.00003608178,0.001001843,0.009043874],"study_design_scores_gemma":[0.004586246,0.001747001,0.1693258,0.0005547471,0.001149278,0.0004354711,0.0006705847,0.00004799544,0.8070419,0.00002983056,0.01423009,0.000181113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852567,0.001710417,0.00001186685,0.0004949252,0.0002244956,0.000316791,0.00001022445,0.00001578918,0.01195875],"genre_scores_gemma":[0.9959238,0.001613164,0.001786364,0.0001597909,0.0001577199,0.000006365299,0.00001038382,0.00001766978,0.0003246996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083752,"threshold_uncertainty_score":0.3964954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259652044559251,"score_gpt":0.2415381471650006,"score_spread":0.2289416267194081,"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."}}