{"id":"W2760976407","doi":"10.1213/ane.0000000000002504","title":"Patient Blood Management in Pediatric Cardiac Surgery: A Review","year":2017,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Blood management; Blood product; Intensive care medicine; Cardiopulmonary bypass; Perioperative; Cardiac surgery; Coagulopathy; Anemia; Population; Blood conservation; Hypothermia; Blood transfusion; Anesthesia; Surgery; Internal medicine","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":[0.001116506,0.0008264363,0.004844348,0.0009780984,0.0001201386,0.00005853457,0.0003985148,0.0003157188,0.0001701014],"category_scores_gemma":[0.00003199179,0.0006640598,0.002086728,0.0007786268,0.00005012,0.00007779808,0.00009811871,0.0005539277,0.0004071377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009672502,"about_ca_system_score_gemma":0.0003027029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005549239,"about_ca_topic_score_gemma":0.000006817301,"domain_scores_codex":[0.9957515,0.0003988596,0.00144254,0.0009816692,0.0007533004,0.0006721379],"domain_scores_gemma":[0.9969478,0.0001131481,0.0006990691,0.001865248,0.00006606242,0.0003086452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007168982,0.0003695494,0.0003564019,0.1513827,0.0005965488,0.00694957,0.00001094608,1.013617e-8,1.902703e-9,0.0001602323,0.02875522,0.8114116],"study_design_scores_gemma":[0.0002408385,0.00008262219,0.001328473,0.06481919,0.02282816,0.0004047813,0.00000672023,1.159849e-7,6.269526e-8,0.000006003038,0.9097483,0.0005346891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001606312,0.9874735,9.868837e-7,0.001170583,0.0001274248,0.004835689,0.000004248505,0.0001001262,0.006271317],"genre_scores_gemma":[0.00001313785,0.9954021,0.0001303419,0.001456912,0.0002072312,0.0009770487,0.0002549992,0.0001275401,0.001430709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8809931,"threshold_uncertainty_score":0.999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050716239949837,"score_gpt":0.3228950019638694,"score_spread":0.2723878395643711,"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."}}