{"id":"W3053240236","doi":"10.1016/s0140-6736(20)30733-9","title":"Venoarterial extracorporeal membrane oxygenation to rescue sepsis-induced cardiogenic shock: a retrospective, multicentre, international cohort study","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":221,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Cardiogenic shock; Extracorporeal membrane oxygenation; Ejection fraction; Inotrope; Cardiac index; Septic shock; Retrospective cohort study; Internal medicine; Cardiology; Shock (circulatory); Clinical endpoint; Sepsis; Hemodynamics; Anesthesia; Heart failure; Cardiac output; Myocardial infarction; Clinical trial","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":[0.0003405518,0.000165927,0.0003853197,0.00003762623,0.000057502,0.00006844559,0.00051915,0.00005622128,0.0002593986],"category_scores_gemma":[0.0001168215,0.0001395083,0.00007628918,0.0002196423,0.000008469275,0.0001071067,0.00007663171,0.0002176895,0.0001573833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257097,"about_ca_system_score_gemma":0.00001403412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003766904,"about_ca_topic_score_gemma":0.0001163428,"domain_scores_codex":[0.9986275,0.00008034537,0.0002795595,0.0003050999,0.000452006,0.0002554843],"domain_scores_gemma":[0.9993218,0.00003043601,0.00003741278,0.0004086236,0.00006133724,0.0001404368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009394752,0.0002684972,0.6948377,0.0001359666,0.002718783,0.0002093653,0.009642174,0.02628383,0.2394984,0.000657341,0.02188894,0.002919558],"study_design_scores_gemma":[0.001979274,0.0001545896,0.9473348,0.00001583967,0.0001429721,0.00000690848,0.0002811277,0.03839079,0.005296407,0.00005311807,0.00598845,0.0003557286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938431,0.00001772297,0.0003522366,0.001256839,0.001055108,0.0009042944,0.00005767469,0.0003400088,0.002173064],"genre_scores_gemma":[0.9970434,0.000003296582,0.0001307597,0.0006798928,0.001984948,0.00007908638,0.00002945699,0.00003736344,0.00001181998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524971,"threshold_uncertainty_score":0.5688983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057320613350619,"score_gpt":0.2573629967636669,"score_spread":0.2267897906301607,"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."}}