{"id":"W3087110098","doi":"10.1111/trf.16082","title":"Low antithrombin levels in neonates and infants undergoing congenital heart surgery result in more red blood cell and plasma transfusion on cardiopulmonary bypass","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Baylor College of Medicine","keywords":"Medicine; Cardiopulmonary bypass; Fresh frozen plasma; Anesthesia; Cardiac surgery; Prospective cohort study; Antithrombin; Thrombosis; Surgery; Heparin; Internal medicine; Platelet","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000453076,0.0002245142,0.0004130782,0.0005041725,0.0002576036,0.0004050276,0.0002309535,0.0003296492,0.001181823],"category_scores_gemma":[0.002709619,0.0001380645,0.0003291132,0.000603029,0.0002428825,0.0002850716,0.0002701109,0.0005311585,0.0001066081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915337,"about_ca_system_score_gemma":0.0004761247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510409,"about_ca_topic_score_gemma":0.00112313,"domain_scores_codex":[0.9994969,0.0001148929,0.00009660008,0.00008980979,0.000123171,0.00007857404],"domain_scores_gemma":[0.9978296,0.0004656719,0.001264663,0.00005107171,0.000116284,0.000272603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007599105,0.00002188569,0.9975395,0.00002048027,0.00001832808,0.0004448441,0.00004481176,0.0000160018,0.0005100954,0.00001817375,0.00003875407,0.001251015],"study_design_scores_gemma":[0.000003056945,0.0002157795,0.9951423,0.00002529297,0.00002511347,0.003798656,0.0002484187,0.00008327501,0.0002816193,0.00002983161,0.0001429831,0.000003742369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989698,0.0006704351,0.00006979647,0.00003804628,0.000005974625,0.000003434991,0.0001081789,0.000001777978,0.0001325839],"genre_scores_gemma":[0.9992809,0.0003429906,0.0001699323,0.00002054265,0.000006990791,0.000007459294,0.0001192846,0.000001143337,0.00005079518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001510409,"threshold_uncertainty_score":0.003953576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115990362203008,"score_gpt":0.2359981698610749,"score_spread":0.2148382662390448,"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."}}