{"id":"W4380870060","doi":"10.1002/ehf2.14379","title":"Improved Mortality and Haemodynamics with Milrinone in Cardiogenic Shock Due to Acute Decompensated Heart Failure","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"University of Toronto; Sociedad Española de Cardiología; Heart and Stroke Foundation of Canada","keywords":"Cardiogenic shock; Milrinone; Medicine; Acute decompensated heart failure; Heart failure; Cardiology; Internal medicine; Hemodynamics; Shock (circulatory); Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092191,0.0002572433,0.0003411986,0.0004137669,0.0001572522,0.0005851614,0.0002287707,0.0002106913,0.0009691086],"category_scores_gemma":[0.002330244,0.00007339083,0.0004733471,0.0004082042,0.0002063684,0.0003428086,0.0004260695,0.0004156776,0.00009814001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273163,"about_ca_system_score_gemma":0.0001922937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001965481,"about_ca_topic_score_gemma":0.0003146365,"domain_scores_codex":[0.9995912,0.0001725146,0.0000545253,0.00006192577,0.0000679634,0.00005192857],"domain_scores_gemma":[0.9983972,0.0003715099,0.0009600606,0.00006919335,0.00004877455,0.0001532141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007673452,0.0002475733,0.9681752,0.000172275,0.0004609202,0.0002363001,0.00007732322,0.0003994947,0.002450851,0.00007301613,0.0001247625,0.01990885],"study_design_scores_gemma":[0.000140268,0.002111573,0.9952511,0.00004486259,0.0002290467,0.0003828537,0.00006722353,0.0007000919,0.0006607276,0.0001005581,0.0003034292,0.000008331408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984843,0.001039499,0.0001717302,0.0000412355,0.000009278902,0.000006531644,0.00006071865,0.000003520468,0.0001832064],"genre_scores_gemma":[0.9994919,0.0002579446,0.00007258009,0.00002184308,0.00001989317,0.0000046873,0.00008646936,6.123694e-7,0.0000439349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009691086,"threshold_uncertainty_score":0.004875541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288163819091074,"score_gpt":0.2423491622324736,"score_spread":0.2294675240415629,"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."}}