{"id":"W4307659022","doi":"10.1016/j.medj.2022.10.001","title":"One size fits all: The story of SGLT2 inhibitors in heart failure","year":2022,"lang":"no","type":"article","venue":"Med","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Vetenskapsrådet; Deutsche Forschungsgemeinschaft; Novo Nordisk; Merck; AstraZeneca; Bayer; Pfizer; Hjärt-Lungfonden; Boehringer Ingelheim","keywords":"Heart failure; Emperor; Heart failure with preserved ejection fraction; Ejection fraction; Medicine; Cardiology; Internal medicine; Management of heart failure; History; Ancient history","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":[0.01084684,0.0008688478,0.002892502,0.0009488481,0.002224957,0.005937652,0.001423638,0.0097802,0.005625283],"category_scores_gemma":[0.03495995,0.0005201859,0.001590715,0.001055041,0.005706105,0.01257054,0.002786139,0.03125777,0.002374982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272744,"about_ca_system_score_gemma":0.002984228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265886,"about_ca_topic_score_gemma":0.005238931,"domain_scores_codex":[0.9959903,0.002041518,0.0002929992,0.0003649156,0.0009853094,0.0003248468],"domain_scores_gemma":[0.9677179,0.02441544,0.001648179,0.0008707728,0.002695081,0.002652637],"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":[0.001586311,0.0002425336,0.002468087,0.001295037,0.0004612149,0.001526932,0.0007709718,0.0004807478,0.0004008549,0.0428278,0.7328523,0.2150873],"study_design_scores_gemma":[0.001033566,0.0007702566,0.004282381,0.00485406,0.0004885805,0.002292193,0.002768264,0.001047308,0.0004013645,0.1366615,0.8451579,0.0002425287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001345206,0.163075,0.0003662969,0.8163243,0.0142669,0.000006700413,0.0001643578,0.00002768486,0.00442365],"genre_scores_gemma":[0.04951179,0.278167,0.001155347,0.5279539,0.1373308,0.00005122215,0.0001744559,0.0001143258,0.005541148],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01084684,"threshold_uncertainty_score":0.05736423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471588206348038,"score_gpt":0.2351153162300985,"score_spread":0.2203994341666181,"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."}}