{"id":"W2915797581","doi":"10.1002/clc.23168","title":"Management of cardiogenic shock complicating acute myocardial infarction: A review","year":2019,"lang":"en","type":"review","venue":"Clinical Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Cardiogenic shock; Myocardial infarction; Revascularization; Inotrope; Cardiology; Intensive care medicine; Internal medicine; Shock (circulatory); Percutaneous; Circulatory system; Percutaneous coronary intervention; Myocardial revascularization","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001845551,0.0006891199,0.008571021,0.0001196593,0.00003501365,0.000009990604,0.0009674133,0.0009990329,0.0001124187],"category_scores_gemma":[0.00007915439,0.0006119506,0.004762338,0.0004805635,0.0001488776,0.00005042294,0.0004180516,0.001164956,0.001035595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126421,"about_ca_system_score_gemma":0.0000962219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.802791e-7,"about_ca_topic_score_gemma":9.055506e-8,"domain_scores_codex":[0.9940343,0.0008695527,0.003283365,0.0009214968,0.0003369635,0.0005543582],"domain_scores_gemma":[0.9962967,0.0007559715,0.0005928354,0.002019254,0.000104065,0.0002311486],"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":[0.000002964329,0.00001044411,0.0001558642,0.1406689,0.01488156,0.0001179443,0.000001109028,0.0000645091,6.914748e-8,0.0003513659,0.005774145,0.8379711],"study_design_scores_gemma":[0.0001890388,0.00006903179,0.0001493556,0.01793572,0.01404064,0.0002858808,0.000001898105,0.00002512009,3.363671e-8,0.00003672203,0.9667478,0.0005187273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004371712,0.9823373,0.0005639983,0.00001099994,0.00316274,0.002023968,0.0001500531,0.0002476517,0.0114989],"genre_scores_gemma":[0.0001325274,0.9977768,0.0003132057,0.0001408456,0.0007877615,0.0003479883,0.0003045198,0.0001400008,0.00005633718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9609737,"threshold_uncertainty_score":0.9997422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217984604154285,"score_gpt":0.3993409960600851,"score_spread":0.2775425356446565,"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."}}