{"id":"W2888259141","doi":"10.1111/trf.14775","title":"Current state of transfusion practices for ABO‐incompatible pediatric heart transplant patients in the United States and Canada","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Stollery Children's Hospital; University of Alberta","funders":"","keywords":"ABO blood group system; Medicine; Blood product; Intervention (counseling); Single Center; Blood transfusion; Transfusion medicine; Transplantation; Organ transplantation; Intensive care medicine; Internal medicine; Surgery","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":[0.0004824315,0.0001568615,0.0002899084,0.0001845593,0.0001166652,0.00001061252,0.00007750498,0.00003455188,0.00001442316],"category_scores_gemma":[0.00002673645,0.0001026664,0.00005323622,0.0003431836,0.00005370401,0.00008906485,0.00000223708,0.0001594021,3.43927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002567449,"about_ca_system_score_gemma":0.0001789294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3454417,"about_ca_topic_score_gemma":0.6165487,"domain_scores_codex":[0.9986178,0.0001587454,0.0004102917,0.0002282947,0.0003614003,0.000223452],"domain_scores_gemma":[0.998944,0.0005676033,0.0001182783,0.0001373846,0.0001554363,0.00007732795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002271779,0.0004232362,0.9646584,0.001351484,0.0000207082,0.000004891072,0.01114151,0.00003108472,0.001481528,0.00001890486,0.0002057515,0.01839069],"study_design_scores_gemma":[0.004346863,0.0009414025,0.9854795,0.0001821795,0.0002530826,0.000007508457,0.0002442505,0.0006948347,0.00319656,0.00008078007,0.004431559,0.0001415108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935368,0.0002410676,0.003560634,0.001028061,0.0002269532,0.001127308,0.0002433385,0.00001398399,0.00002182185],"genre_scores_gemma":[0.9864184,0.01151246,0.001389886,0.0002752945,0.00007022445,0.00002835255,0.0002817252,0.0000162046,0.000007504971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271107,"threshold_uncertainty_score":0.6589171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864671566738805,"score_gpt":0.3297509159365503,"score_spread":0.3011042002691622,"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."}}