{"id":"W3197339586","doi":"10.3389/fcvm.2021.671241","title":"Pediatric Mechanical Circulatory Support: Pathophysiology of Pediatric Hemostasis and Available Options","year":2021,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondazione Bambino Gesù","keywords":"Medicine; Bivalirudin; Extracorporeal membrane oxygenation; Intensive care medicine; Antithrombotic; Discovery and development of direct thrombin inhibitors; Heparin; Population; Warfarin; Anticoagulant; Surgery; Internal medicine; Percutaneous coronary intervention; Thrombin; Platelet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001788314,0.0007858537,0.0064711,0.00105752,0.00005045857,0.00001155423,0.0004857127,0.000976885,0.0004084432],"category_scores_gemma":[0.0002972263,0.0007295198,0.001664586,0.001697465,0.0001265125,0.0001097108,0.0001856519,0.001034997,0.00003465921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387233,"about_ca_system_score_gemma":0.0003181911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001054924,"about_ca_topic_score_gemma":9.111624e-7,"domain_scores_codex":[0.9951873,0.0005725806,0.001732513,0.001037076,0.0008030693,0.0006674891],"domain_scores_gemma":[0.9975327,0.0001987471,0.0002586311,0.00153842,0.0001155444,0.0003559305],"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":[0.000004525463,0.0001136643,0.00117886,0.1015549,0.006925307,0.001167588,0.0001291656,0.0004846135,0.000003407122,0.0001961858,0.05819758,0.8300442],"study_design_scores_gemma":[0.0009926941,0.00009395101,0.00008926371,0.001738138,0.01554272,0.0001765332,0.00008563924,0.0002986203,0.000002059902,0.0002099659,0.9797556,0.001014854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003518649,0.9927311,0.002847278,0.000003981355,0.00314564,0.0007738681,0.00007739607,0.0001311392,0.0002544226],"genre_scores_gemma":[0.0001421999,0.9961771,0.001775824,0.00002313179,0.001253385,0.0001516105,0.0002772295,0.0001753127,0.0000241744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.921558,"threshold_uncertainty_score":0.9995156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835014305176924,"score_gpt":0.2514542982067811,"score_spread":0.2231041551550119,"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."}}