{"id":"W4312052526","doi":"10.1093/eurheartjsupp/suac114","title":"Heart failure with reduced ejection fraction and the intersection of cardio-renal-metabolic medicine #CaReMe","year":2022,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"Deutsche Forschungsgemeinschaft; Novartis Pharma; Corona-Stiftung","keywords":"Medicine; Heart failure; Ejection fraction; Kidney disease; Diabetes mellitus; Internal medicine; Mineralocorticoid receptor; Guideline; Intensive care medicine; Cardiology; Clinical trial; Aldosterone; Endocrinology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006071664,0.0001889696,0.0004077315,0.0003590274,0.0004079445,0.001296687,0.0002044073,0.0007570448,0.01198924],"category_scores_gemma":[0.00137697,0.00006439393,0.0003481793,0.0003578093,0.0003221465,0.0005691712,0.0008151446,0.0009801479,0.001050813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387218,"about_ca_system_score_gemma":0.0009937458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102088,"about_ca_topic_score_gemma":0.003864393,"domain_scores_codex":[0.9993619,0.0002850995,0.00006360162,0.00006623747,0.0001614679,0.0000617281],"domain_scores_gemma":[0.9993243,0.0002666603,0.0001604355,0.00002194169,0.00009235928,0.0001342571],"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":[0.001418246,0.000447342,0.06180724,0.004234416,0.0005234823,0.002335472,0.0004109062,0.0002721265,0.003702209,0.02664809,0.09581443,0.802386],"study_design_scores_gemma":[0.0003789761,0.001210684,0.2065949,0.005937958,0.000632275,0.01349238,0.0007145975,0.0007598114,0.0018795,0.01969631,0.7486184,0.00008416284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1043902,0.5419019,0.004680908,0.13398,0.008237649,0.000136285,0.001425197,0.0002244793,0.2050232],"genre_scores_gemma":[0.6809004,0.2287699,0.01247101,0.02942062,0.0144028,0.0001534511,0.001204146,0.000047371,0.0326303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01198924,"threshold_uncertainty_score":0.04010797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843254678561989,"score_gpt":0.2704604007150507,"score_spread":0.2520278539294308,"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."}}