{"id":"W2984620797","doi":"10.1002/clc.23291","title":"Rationale and design of a navigator‐driven remote optimization of guideline‐directed medical therapy in patients with heart failure with reduced ejection fraction","year":2019,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Relypsa; Allergan; GlaxoSmithKline; Esperion Therapeutics; Regeneron Pharmaceuticals; Boston Scientific Corporation; Eisai; Sanofi; AstraZeneca; U.S. National Library of Medicine; Alnylam Pharmaceuticals; Brigham and Women's Hospital; Pfizer","keywords":"Medicine; Ejection fraction; Heart failure; Informed consent; Cardiac resynchronization therapy; Population; Destination therapy; Guideline; Ventricular assist device; Transplantation; Heart transplantation; Pharmacist; Canadian Cardiovascular Society; Emergency medicine; Intensive care medicine; Cardiology; Internal medicine; Family medicine; Pharmacy","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":[0.01682513,0.001037325,0.0007612732,0.0007420428,0.001693173,0.002011661,0.002050102,0.00156825,0.006756443],"category_scores_gemma":[0.01389576,0.0007431694,0.001142756,0.0005918708,0.001637659,0.001147982,0.002010827,0.00228929,0.001408895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781616,"about_ca_system_score_gemma":0.01125289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479281,"about_ca_topic_score_gemma":0.002894736,"domain_scores_codex":[0.9914448,0.00571732,0.0005557336,0.000980876,0.000805194,0.0004961615],"domain_scores_gemma":[0.9941477,0.002303297,0.0006626038,0.0006177457,0.0007277005,0.00154106],"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":[0.05836101,0.09151541,0.1596115,0.005862541,0.001142043,0.002288982,0.005741913,0.02699374,0.01750311,0.04967875,0.01684052,0.5644603],"study_design_scores_gemma":[0.1371754,0.315495,0.1125281,0.005180912,0.00391522,0.002421167,0.008563204,0.1939391,0.02357936,0.05081352,0.1456157,0.0007733894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3488955,0.001553963,0.2528647,0.01014139,0.001011166,0.3612458,0.002459786,0.0007650017,0.02106264],"genre_scores_gemma":[0.4170842,0.0007472407,0.3618984,0.004192834,0.0003035076,0.2128998,0.0008198413,0.00004299267,0.002011168],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01682513,"threshold_uncertainty_score":0.08898085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730821737636184,"score_gpt":0.3239813064083496,"score_spread":0.2966730890319877,"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."}}