{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003642924,0.0003721614,0.0006868314,0.000250615,0.00008001251,0.00007780892,0.0001878771,0.0002422977,0.00007255562],"category_scores_gemma":[0.00002562191,0.0003618487,0.0001036708,0.001088165,0.00003674421,0.0002089214,0.0001165401,0.0004453704,0.000219971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097335,"about_ca_system_score_gemma":0.00005835665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829186,"about_ca_topic_score_gemma":0.005526561,"domain_scores_codex":[0.9979075,0.00006999867,0.0004114022,0.0005772982,0.0003192611,0.0007145674],"domain_scores_gemma":[0.9988131,0.0000639795,0.00002482465,0.0006257172,0.00005660067,0.0004157879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001819677,0.0001684227,0.5487584,0.00153085,0.00243183,0.003415346,0.001842788,0.06817877,0.3207004,0.0005572086,0.05128885,0.0009452364],"study_design_scores_gemma":[0.003017395,0.0003481021,0.6378689,0.0003196104,0.0003046896,0.001345567,0.0007829398,0.2800673,0.01350884,0.0002191684,0.05972121,0.002496321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961845,0.0000647588,0.0005396523,0.001493848,0.0001560477,0.0007274647,0.00007326461,0.0007264109,0.00003402841],"genre_scores_gemma":[0.9946602,0.000002795543,0.004711941,0.0002524561,0.00007442266,0.00008967214,0.00007459584,0.00009779643,0.00003614346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071915,"threshold_uncertainty_score":0.9998834,"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."}}