{"id":"W4392110462","doi":"10.1002/ejhf.3162","title":"Medical Therapy of Cardiogenic Shock: Contemporary Use of Inotropes and Vasopressors","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Cardiogenic shock; Medicine; Inotrope; Intensive care medicine; Myocardial infarction; Heart failure; Shock (circulatory); Cardiology; Levosimendan; Contractility; Internal medicine; Cardiac output; Hemodynamics","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":[0.0009150287,0.0001321696,0.0004019134,0.000137699,0.00001387851,0.00003130594,0.0001719495,0.00004572528,0.0001801784],"category_scores_gemma":[0.00008028439,0.0001006799,0.0001962604,0.000131772,0.00006752431,0.0002600247,0.00003738921,0.0003530371,0.000009413352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008385614,"about_ca_system_score_gemma":0.00006526803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002389208,"about_ca_topic_score_gemma":6.437172e-7,"domain_scores_codex":[0.9983873,0.0002797031,0.0006640452,0.0001033838,0.0004433149,0.0001222148],"domain_scores_gemma":[0.9993311,0.0001573583,0.00008292358,0.0001654847,0.00007987556,0.0001832188],"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":[0.0004473633,0.0002567049,0.09599445,0.003342927,0.006914827,0.007830419,0.004479178,0.006478093,0.3342938,0.001399703,0.4904462,0.04811627],"study_design_scores_gemma":[0.0009058424,0.0004379966,0.01213371,0.001084095,0.00006184299,0.0009248951,0.0001192799,0.001927653,0.01600489,0.00003584632,0.966107,0.0002569621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727392,0.02547969,0.0005741048,0.0005207951,0.000334408,0.0000749813,0.00001317952,0.00004576169,0.0002179128],"genre_scores_gemma":[0.9983321,0.0002801634,0.001115994,0.0000552668,0.0001581519,2.273218e-7,0.000001059243,0.00004657922,0.00001039396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4756608,"threshold_uncertainty_score":0.4105608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837500826392716,"score_gpt":0.2290519697821137,"score_spread":0.2006769615181865,"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."}}