{"id":"W4392137489","doi":"10.1007/s11739-024-03545-3","title":"Utilizing extracorporeal life support in patients with cardiogenic shock related to acute myocardial infarction: a critical appraisal of the current evidence","year":2024,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cardiogenic shock; Myocardial infarction; Critical appraisal; Extracorporeal; Intensive care medicine; Cardiology; Extracorporeal membrane oxygenation; Shock (circulatory); Life support; Internal medicine; Pathology; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651904,0.0001666079,0.0002821297,0.0001169589,0.0000213897,0.000005428294,0.0001669151,0.00004958293,0.0005136674],"category_scores_gemma":[0.000272274,0.000103902,0.00008160347,0.0003853373,0.00006641765,0.0001509624,0.00006445958,0.0003576152,0.0000112869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000328754,"about_ca_system_score_gemma":0.00003418826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004614462,"about_ca_topic_score_gemma":0.00001730265,"domain_scores_codex":[0.9984573,0.00003860392,0.0006025066,0.0002467103,0.0004382006,0.0002167261],"domain_scores_gemma":[0.9994206,0.000108246,0.00002664097,0.0001790896,0.00006826411,0.0001971714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694779,0.00004216113,0.9760674,0.0006623599,0.000540195,0.00003863441,0.001736238,0.0003403716,0.0006481429,0.0006914323,0.005314336,0.01374927],"study_design_scores_gemma":[0.0005370608,0.0005720834,0.9825311,0.002505525,0.0003827839,0.00003459749,0.00009484918,0.00563872,0.0000918614,0.0002641047,0.007044678,0.0003026571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868243,0.003425492,0.0005246015,0.0004064819,0.007946522,0.0001948615,0.00001419551,0.00006756681,0.0005959669],"genre_scores_gemma":[0.9995596,0.0001525464,0.0000111371,0.00001790789,0.0001969275,0.00001822162,0.000004077049,0.00002087979,0.00001865072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344661,"threshold_uncertainty_score":0.5624298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394248929830224,"score_gpt":0.3123423293170092,"score_spread":0.2883998400187069,"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."}}