{"id":"W3035149581","doi":"10.1080/14779072.2020.1784007","title":"New pharmacotherapy for heart failure with reduced ejection fraction","year":2020,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dapagliflozin; Sacubitril; Medicine; Valsartan; Ejection fraction; Sacubitril, Valsartan; Heart failure; Angiotensin receptor; Internal medicine; Cardiology; Neprilysin; ACE inhibitor; Pharmacology; Angiotensin-converting enzyme; Angiotensin II; Endocrinology; Blood pressure; Diabetes mellitus; Type 2 diabetes; Enzyme","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006023418,0.0006265786,0.001359236,0.001861756,0.0001843038,0.0006754189,0.0004657384,0.0007576759,0.007498307],"category_scores_gemma":[0.001269551,0.0001665489,0.001258105,0.001791858,0.000237638,0.0007612554,0.0004445049,0.001340903,0.001441756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004547271,"about_ca_system_score_gemma":0.001143498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293933,"about_ca_topic_score_gemma":0.002611065,"domain_scores_codex":[0.9996707,0.0000798501,0.00005630187,0.00005811629,0.0001152332,0.000019833],"domain_scores_gemma":[0.9995446,0.0002560364,0.00009240756,0.000008386619,0.0000843438,0.00001418356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001281467,0.0000603584,0.0001616688,0.1003813,0.0004476065,0.0001037876,0.000060967,0.0001918696,0.0007903381,0.001888747,0.02838472,0.8674006],"study_design_scores_gemma":[0.0001198118,0.0002659181,0.002648531,0.06699615,0.001709387,0.00137924,0.00009171874,0.0002066776,0.0005721537,0.001818636,0.9241555,0.00003620494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001075554,0.9984508,0.00007375978,0.0004147874,0.0002041642,0.00001238084,0.00004233798,0.000005758857,0.0006885423],"genre_scores_gemma":[0.0008528301,0.9980394,0.0001431879,0.0003803927,0.0001587514,0.00001353913,0.0000421946,0.000001333743,0.0003683874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007498307,"threshold_uncertainty_score":0.02508432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741673991264166,"score_gpt":0.3626582536277812,"score_spread":0.3252415137151395,"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."}}