{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008014609,0.0002805309,0.0002645419,0.0009206758,0.0002932028,0.0002476032,0.0002400984,0.0003376538,0.001128526],"category_scores_gemma":[0.001637944,0.00010755,0.000127637,0.0005492422,0.0001860382,0.0001597837,0.0002764896,0.000295288,0.0001791849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482192,"about_ca_system_score_gemma":0.0003276755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960246,"about_ca_topic_score_gemma":0.001803701,"domain_scores_codex":[0.9995066,0.0001948592,0.00005709007,0.00007434902,0.0001063119,0.00006083649],"domain_scores_gemma":[0.9993736,0.0001977733,0.0001866021,0.00003970618,0.0001054,0.00009697683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001943978,0.00003992322,0.9874773,0.00004035397,0.000009774923,0.0008532897,0.0002734892,0.0001068483,0.003250908,0.00004584529,0.0004677232,0.007240153],"study_design_scores_gemma":[0.00002245306,0.0004743544,0.9899128,0.00005624721,0.00002149799,0.003583777,0.0002921164,0.0005889361,0.002762868,0.00006347457,0.002216276,0.000005247765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979571,0.0005887797,0.0003874192,0.00008195546,0.00001124845,0.00002744824,0.0001862041,0.0000115043,0.00074828],"genre_scores_gemma":[0.9982625,0.0002171648,0.0009486028,0.00005410197,0.00001083856,0.00002578275,0.0002383901,0.000004729461,0.0002379436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001960246,"threshold_uncertainty_score":0.004238546,"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."}}