{"id":"W4281638763","doi":"10.1016/j.jacadv.2022.100034","title":"Optimal Perfusion Targets in Cardiogenic Shock","year":2022,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Extracorporeal Life Support Organization","keywords":"Cardiogenic shock; Medicine; Resuscitation; Hemodynamics; Cardiology; Internal medicine; Intensive care medicine; Shock (circulatory); Perfusion; Cardiac output; Emergency medicine; Myocardial infarction","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":[0.0001527387,0.00007000795,0.0001692113,0.00009665324,0.0001127655,0.000004634309,0.00004431756,0.00001963546,0.0002046285],"category_scores_gemma":[0.00003370052,0.00006209898,0.0001046557,0.0002192261,0.00002051421,0.00008916563,0.0000705745,0.0001585327,0.00001552164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015603,"about_ca_system_score_gemma":0.00004505122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001460013,"about_ca_topic_score_gemma":0.000007758995,"domain_scores_codex":[0.9992398,0.00004428113,0.0001289624,0.0001740485,0.0002618232,0.0001510675],"domain_scores_gemma":[0.9997535,0.00003302837,0.00003221077,0.0001166927,0.0000204885,0.00004412712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00201143,0.0004391184,0.6759787,0.0001843526,0.00008913343,0.0007202463,0.005033285,0.1146867,0.02570027,0.0002468288,0.007809059,0.1671009],"study_design_scores_gemma":[0.00316866,0.0003346885,0.4010524,0.00004693674,0.00007649005,0.00006358785,0.005687458,0.002120187,0.001803275,0.0003583345,0.5849518,0.0003361522],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840297,0.008047515,0.0001303397,0.0004796673,0.001381927,0.0002425249,0.000008022683,0.00003700775,0.005643281],"genre_scores_gemma":[0.9978547,0.0003572678,0.0008724744,0.0001217156,0.0002541445,0.00005964922,0.00003964095,0.00001076581,0.0004296491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5771427,"threshold_uncertainty_score":0.2532323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007061393142110147,"score_gpt":0.2703522225603541,"score_spread":0.2632908294182439,"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."}}