{"id":"W3016022220","doi":"10.1016/j.cjco.2020.04.003","title":"Cardiovascular Collapse in COVID-19 Infection: The Role of Venoarterial Extracorporeal Membrane Oxygenation (VA-ECMO)","year":2020,"lang":"en","type":"review","venue":"CJC Open","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Cardiogenic shock; Myocarditis; Cardiology; Internal medicine; Myocardial infarction; Heart failure; Fulminant; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01012116,0.0005845279,0.00110703,0.001801527,0.0009355106,0.002681557,0.001895725,0.003167713,0.001256236],"category_scores_gemma":[0.02760148,0.0002299342,0.001291636,0.000796881,0.002450282,0.003143686,0.001856733,0.00648237,0.0006258153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455175,"about_ca_system_score_gemma":0.006181965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263993,"about_ca_topic_score_gemma":0.005478256,"domain_scores_codex":[0.9933382,0.003235033,0.001630597,0.0005949556,0.0008962784,0.0003049376],"domain_scores_gemma":[0.9858631,0.007109378,0.001447257,0.0004281462,0.004308921,0.0008430848],"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":[0.0003739048,0.0001805363,0.02540244,0.01563068,0.0005256715,0.004236336,0.002923648,0.001256722,0.002669977,0.0168068,0.1047633,0.82523],"study_design_scores_gemma":[0.0001952306,0.000559267,0.03667966,0.06573159,0.001202493,0.009709238,0.00647607,0.00256719,0.002984134,0.03098555,0.8425564,0.00035311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01321369,0.7541389,0.01251204,0.1904529,0.010362,0.000226771,0.000215677,0.0002086315,0.01866935],"genre_scores_gemma":[0.2281231,0.6271075,0.0288673,0.08610027,0.02480292,0.0005571179,0.0007521008,0.0001238228,0.003565896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01012116,"threshold_uncertainty_score":0.05352646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953434895278328,"score_gpt":0.2935986412148712,"score_spread":0.2540642922620879,"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."}}