{"id":"W2979403628","doi":"10.1182/blood.v128.22.2486.2486","title":"Blood Group Genotyping to Prevent Alloimmunization in Children with Sickle Cell Disease","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Genotyping; ABO blood group system; Blood transfusion; Hemolysis; Antigen; Internal medicine; Immunology; Vacutainer; Disease; Isoantibodies; Gastroenterology; Genotype; Gene; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000973177,0.0001457836,0.0001784423,0.0001055726,0.0000472093,0.00001073141,0.00008528712,0.00004888597,0.00006519281],"category_scores_gemma":[0.00001374139,0.00009292106,0.00004345442,0.0002254491,0.00001961783,0.00008014308,0.00003567735,0.00008159823,0.00003633613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001409492,"about_ca_system_score_gemma":0.00004697302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007148482,"about_ca_topic_score_gemma":0.00005587451,"domain_scores_codex":[0.9990463,0.00002970697,0.0001824742,0.0002953045,0.0001999438,0.0002462597],"domain_scores_gemma":[0.999366,0.00001548836,0.00003541604,0.0003303538,0.00003453822,0.0002181525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002373655,0.005839042,0.8952717,0.00006377923,0.0001414867,0.00004990565,0.000238695,0.000006869516,0.09402204,0.0001900475,0.00001619288,0.003922846],"study_design_scores_gemma":[0.009578401,0.0006508065,0.9508681,0.0004512962,0.000689043,0.0000332999,0.00001223168,0.000003271881,0.03732194,0.00004888031,0.0001415903,0.0002011254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969361,0.0004808028,0.0007543406,0.0005861724,0.00002023541,0.0008230422,0.00001075824,0.00006118572,0.0003273826],"genre_scores_gemma":[0.9981763,0.0001264549,0.0009807464,0.0002400609,0.00009409487,0.00004467202,0.00003255843,0.00003633553,0.0002687254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0567001,"threshold_uncertainty_score":0.3789211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004079417250325326,"score_gpt":0.193080579267914,"score_spread":0.1890011620175887,"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."}}