{"id":"W4323846129","doi":"10.3390/jcdd10030114","title":"Practical Pharmacological Treatment of Heart Failure: Does Ejection Fraction Matter Anymore?","year":2023,"lang":"en","type":"review","venue":"Journal of Cardiovascular Development and Disease","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Ejection fraction; Heart failure; Medicine; Cardiology; Internal medicine; Clinical trial","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":[0.0008016889,0.0006052281,0.002078332,0.0009575293,0.0002193954,0.0009956079,0.0007817529,0.001249202,0.003992016],"category_scores_gemma":[0.001503128,0.0002151541,0.0009119583,0.0008857994,0.0004286865,0.001175057,0.000439914,0.002071195,0.001651136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003355881,"about_ca_system_score_gemma":0.0006715537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007300047,"about_ca_topic_score_gemma":0.001446532,"domain_scores_codex":[0.9996997,0.00008368693,0.00006465919,0.00004561106,0.00008743032,0.00001880468],"domain_scores_gemma":[0.9995148,0.0003303276,0.00005272771,0.00001130317,0.00007331612,0.0000174911],"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":[0.0001453472,0.00007263429,0.0001318706,0.03884114,0.000283766,0.00008834001,0.00006377211,0.0001440958,0.0007220004,0.003044442,0.02423117,0.9322313],"study_design_scores_gemma":[0.0001221133,0.0002985379,0.001864763,0.03692184,0.0007752074,0.001217252,0.0001315122,0.0001514015,0.0003559054,0.004547628,0.9535798,0.0000340446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006289883,0.9989779,0.00004836387,0.0004106016,0.0001560453,0.000003188693,0.00001160963,0.000002646072,0.0003267753],"genre_scores_gemma":[0.0005064941,0.9986468,0.0001220955,0.0003343205,0.0001753127,0.000005888097,0.0000151345,0.000001182343,0.0001928396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003992016,"threshold_uncertainty_score":0.01335466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351224396636614,"score_gpt":0.3582922659377161,"score_spread":0.2947800219713499,"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."}}