{"id":"W4387337818","doi":"10.1016/j.cjca.2023.06.316","title":"IMPACT OF SODIUM-GLUCOSE COTRANSPORTER-2 INHIBITORS ON QUALITY OF LIFE IN HEART FAILURE ACROSS THE EJECTION FRACTION SPECTRUM: SYSTEMATIC REVIEW AND META-ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Memorial Hospital","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Fraction (chemistry); Internal medicine; Cardiology; Broad spectrum; Quality of life (healthcare); Cotransporter; Sodium; Chromatography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00655011,0.002697891,0.01868905,0.002223002,0.0006222151,0.00283761,0.001750201,0.002627078,0.003111427],"category_scores_gemma":[0.01615764,0.001504804,0.03848078,0.003369359,0.0007545617,0.001684081,0.00161307,0.003008445,0.0002613213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160378,"about_ca_system_score_gemma":0.001784406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008954472,"about_ca_topic_score_gemma":0.02131503,"domain_scores_codex":[0.9957169,0.001647014,0.001172452,0.0007742567,0.0004153923,0.0002739429],"domain_scores_gemma":[0.9914564,0.006005194,0.001502535,0.0003513672,0.000511273,0.0001730749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005099616,0.00004587674,0.005447076,0.1116996,0.8699039,0.00008058148,0.00006010088,0.0003732799,0.0002515393,0.00006511861,0.0003627465,0.006610621],"study_design_scores_gemma":[0.0008776014,0.0001713473,0.003750088,0.003429315,0.9910592,0.00003145663,0.00002633044,0.00008184527,0.00005260875,0.00007712849,0.0004261933,0.00001680497],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0174456,0.9806216,0.0004960655,0.0001982671,0.0002248644,0.0001423121,0.0005696487,0.00003223139,0.0002693564],"genre_scores_gemma":[0.4581464,0.5354897,0.001969287,0.00183097,0.0004752423,0.0004767208,0.000988416,0.00004561989,0.0005776708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01868905,"threshold_uncertainty_score":0.03464067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422549483948191,"score_gpt":0.3284586281701882,"score_spread":0.2862036797753691,"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."}}