{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003489498,0.0003389926,0.0007264816,0.0003684993,0.00009872808,0.0000293415,0.00006382202,0.0002182941,0.00005974132],"category_scores_gemma":[0.00004213216,0.0003228965,0.0001193505,0.0005077107,0.0001002318,0.0001644057,0.00003254011,0.0004755132,0.000005186209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002669224,"about_ca_system_score_gemma":0.00007830621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218032,"about_ca_topic_score_gemma":0.0009412123,"domain_scores_codex":[0.9977331,0.0001325204,0.0005760911,0.0007366753,0.0004183253,0.0004033279],"domain_scores_gemma":[0.9991855,0.000252137,0.00003899196,0.000209928,0.00003033749,0.0002831169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007536592,0.002035548,0.3153139,0.002703041,0.0001817046,0.002862021,0.01063028,0.0001764184,0.6343893,0.00005674879,0.0005057899,0.0236087],"study_design_scores_gemma":[0.02308626,0.001303784,0.8495025,0.001684146,0.0003001224,0.0001569887,0.00181643,0.001671295,0.1191485,0.00003513976,0.0006166419,0.0006781938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987147,0.0005414795,0.00003119406,0.009904093,0.0001166727,0.001155538,0.0000286803,0.00008988727,0.0009853967],"genre_scores_gemma":[0.9910095,0.007484497,0.0001617628,0.001148269,0.00004223445,0.00002246782,0.00003250405,0.00004870314,0.00005000693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5341886,"threshold_uncertainty_score":0.9999223,"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."}}