{"id":"W3029617361","doi":"10.1002/ejhf.1922","title":"Epidemiology, Pathophysiology and Contemporary Management of Cardiogenic Shock – A Position Statement from the Heart Failure Association of the European Society of Cardiology","year":2020,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":489,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Relypsa; Respicardia; Abbott Vascular; Servier; Pfizer; Vifor Pharma; Impulse Dynamics; HeartWare; Boston Scientific Corporation; Eisai; Sanofi; MyoKardia; Bristol-Myers Squibb; AstraZeneca; Amgen","keywords":"Medicine; Cardiogenic shock; Intensive care medicine; Heart failure; Clinical trial; Psychological intervention; Epidemiology; Harm; Translational research; Cardiology; Internal medicine; Pathology; Myocardial infarction; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00456319,0.0003704112,0.002531031,0.00005114792,0.00005901609,0.000006903831,0.0005466112,0.0001439055,0.0000134679],"category_scores_gemma":[0.00009850401,0.0002286466,0.001560776,0.0002143549,0.00012045,0.00007394771,0.0002843899,0.0008624832,0.00001028546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112171,"about_ca_system_score_gemma":0.00008241367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003836351,"about_ca_topic_score_gemma":8.751657e-7,"domain_scores_codex":[0.9893844,0.00752214,0.00224996,0.0002802293,0.0003150339,0.0002482807],"domain_scores_gemma":[0.9967642,0.0006435712,0.001838505,0.0004899318,0.0001581721,0.0001056115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007219074,0.00008772171,0.01362556,0.027239,0.02414173,0.0002197778,0.0009528829,0.002666658,0.002524941,0.0001801925,0.8794988,0.04879052],"study_design_scores_gemma":[0.0004031731,0.0001608511,0.005342764,0.003468733,0.001202808,0.00006971023,0.0002368523,0.00002337873,0.00001778066,0.00005227036,0.9888304,0.00019122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001558485,0.9932119,0.0006232727,0.002788221,0.0004678608,0.0007402367,0.0004208388,0.00002429505,0.0001649143],"genre_scores_gemma":[0.2203038,0.770856,0.006891953,0.0004908595,0.001071199,0.000008694054,0.000138389,0.0002234239,0.00001569261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2223559,"threshold_uncertainty_score":0.9323937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431570527179768,"score_gpt":0.2601521100798038,"score_spread":0.2258364048080061,"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."}}