{"id":"W3107269508","doi":"10.1002/ehf2.13124","title":"Heart Failure in the Last Year: Progress and Perspective","year":2020,"lang":"en","type":"review","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Hazard ratio; Empagliflozin; Cardiology; Clinical endpoint; Enalapril; Valsartan; Placebo; Confidence interval; Clinical trial; Diabetes mellitus; Angiotensin-converting enzyme; Type 2 diabetes","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":[0.006824281,0.001412352,0.003072481,0.003435723,0.001112576,0.005489938,0.001350913,0.00580051,0.006331141],"category_scores_gemma":[0.01029855,0.0003927123,0.00116775,0.003110521,0.002573218,0.01068456,0.002763842,0.01108634,0.002686182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003092104,"about_ca_system_score_gemma":0.003884504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853005,"about_ca_topic_score_gemma":0.005996529,"domain_scores_codex":[0.9979564,0.0006640151,0.0003305812,0.0003407635,0.0004786694,0.0002294368],"domain_scores_gemma":[0.9864754,0.007189611,0.001085902,0.0002718814,0.002605539,0.002371563],"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":[0.0004703996,0.000154908,0.002939036,0.009059229,0.000293087,0.0003311363,0.0004795506,0.0003549501,0.0002448184,0.01705379,0.2993737,0.6692454],"study_design_scores_gemma":[0.0000915073,0.0004348379,0.00764255,0.01993458,0.0003156564,0.00121865,0.001767798,0.0002458184,0.0001038131,0.02069082,0.9474382,0.0001158166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002677653,0.9135359,0.0001580094,0.07689156,0.00776949,0.000003938426,0.0001413059,0.00002477453,0.001207316],"genre_scores_gemma":[0.003517739,0.9435363,0.0003596792,0.02532669,0.02640444,0.00001974318,0.0001970146,0.00001593372,0.0006223382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006824281,"threshold_uncertainty_score":0.03609067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638476566543299,"score_gpt":0.326654741516228,"score_spread":0.300269975850795,"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."}}