{"id":"W4389476609","doi":"10.1002/ehf2.14604","title":"Guideline Implementation, Drug Sequencing, and Quality of Care in Heart Failure: Design and Rationale of TITRATE-HF","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Netherlands Heart Institute; ICIN Netherlands Heart Institute; Novo Nordisk; Cytokinetics; Dutch Cardiovascular Alliance; Ionis Pharmaceuticals; Novartis; Bayer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Vifor Pharma; Pfizer; Boehringer Ingelheim; Amgen; Sanofi; American Heart Association; Abbott Laboratories","keywords":"Medicine; Ejection fraction; Guideline; Heart failure; Intensive care medicine; Canadian Cardiovascular Society; Clinical Practice; Internal medicine; Cardiology; Physical therapy; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2063448,0.00173652,0.001823311,0.001808941,0.001858621,0.0028358,0.002675921,0.003546065,0.003996461],"category_scores_gemma":[0.1742734,0.001536959,0.002981723,0.001486877,0.004768313,0.002788531,0.004083327,0.002500728,0.0005361724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006095776,"about_ca_system_score_gemma":0.02025503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661419,"about_ca_topic_score_gemma":0.003520353,"domain_scores_codex":[0.6873888,0.2842847,0.0106255,0.005445221,0.009298023,0.002957935],"domain_scores_gemma":[0.8296127,0.1109071,0.01927244,0.01656778,0.01795307,0.005686909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.09961405,0.05476595,0.1942102,0.009816636,0.004599375,0.0003936269,0.01376441,0.02632435,0.002178653,0.04201076,0.01262773,0.5396942],"study_design_scores_gemma":[0.2939599,0.3112178,0.1526005,0.005025883,0.006114202,0.0003346131,0.005278369,0.1075829,0.008658303,0.0537263,0.05466882,0.0008325088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3021084,0.001081207,0.09656644,0.004740336,0.0006809793,0.5855852,0.001412071,0.0003181047,0.007507257],"genre_scores_gemma":[0.2350007,0.0002174059,0.2215839,0.001752982,0.000229038,0.5402328,0.0003498507,0.00002650994,0.0006068513],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2063448,"threshold_uncertainty_score":0.9787181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337889011411666,"score_gpt":0.3490040939285602,"score_spread":0.3056252038144436,"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."}}