{"id":"W3200333468","doi":"10.1016/j.hfc.2021.05.013","title":"Treatment of Advanced Heart Failure—Focus on Transplantation and Durable Mechanical Circulatory Support","year":2021,"lang":"en","type":"review","venue":"Heart Failure Clinics","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotronik; Mundipharma Medical Company, Basel; Les Laboratories Pierre Fabre; Boston Scientific Corporation; Hamilton Health Sciences; Meso Scale Diagnostics; Roche; Universität Zürich; Novartis; Bayer; Bristol-Myers Squibb; AstraZeneca; Pfizer; Boehringer Ingelheim; Amgen; Edwards Lifesciences; ZOLL Medical Corporation; Abbott Laboratories; Biosense Webster; Medtronic","keywords":"Medicine; Life expectancy; Economic shortage; Heart transplantation; Circulatory system; Transplantation; Intensive care medicine; Heart failure; Destination therapy; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003991998,0.0006352115,0.0009956459,0.001808583,0.0001924643,0.0008578578,0.0005439731,0.0007823823,0.003333597],"category_scores_gemma":[0.0006253485,0.0001638536,0.0005479026,0.00114862,0.00033665,0.001017445,0.0004634992,0.001393378,0.00121366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295026,"about_ca_system_score_gemma":0.0005883157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004373536,"about_ca_topic_score_gemma":0.0009185615,"domain_scores_codex":[0.9998192,0.00003390947,0.00003338117,0.00003071041,0.00006763978,0.00001507947],"domain_scores_gemma":[0.9996697,0.0002032766,0.00004079223,0.000006927093,0.0000603512,0.00001912898],"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":[0.000054123,0.00009289873,0.0001635647,0.02730808,0.00009147304,0.0001690951,0.00005854146,0.0002497939,0.001870159,0.003680866,0.02002764,0.9462339],"study_design_scores_gemma":[0.00002163788,0.0002214784,0.001107654,0.01286202,0.0001891434,0.002036852,0.00007682216,0.0001413226,0.0005189347,0.002379161,0.9804252,0.0000197687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001094146,0.9986703,0.00009908805,0.0002134942,0.0001766533,0.000003340202,0.000009784742,0.000004482247,0.0007134139],"genre_scores_gemma":[0.0004498278,0.9989152,0.0001225628,0.0001257343,0.0001535262,0.000003379821,0.00001366196,9.221525e-7,0.0002151773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003333597,"threshold_uncertainty_score":0.01115197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337151063875071,"score_gpt":0.3100519446087256,"score_spread":0.2763368382212186,"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."}}