{"id":"W3133003147","doi":"10.1093/ejcts/ezab018","title":"Five-year outcomes of patients supported with HeartMate 3: a single-centre experience","year":2021,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Abbott Fund","keywords":"Medicine; Ventricular assist device; Adverse effect; Heart failure; Quality of life (healthcare); Clinical endpoint; Clinical trial; Prospective cohort study; Cohort; Destination therapy; Surgery; Haemolysis; Internal medicine","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":[0.0008342154,0.0003368168,0.0004728619,0.0004441123,0.0005608941,0.0007110382,0.00029636,0.0004427647,0.001155781],"category_scores_gemma":[0.001666257,0.0001227803,0.0006781423,0.0003753022,0.0002785606,0.0003782051,0.000596867,0.0003382779,0.0003238638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004355286,"about_ca_system_score_gemma":0.0003444396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005324787,"about_ca_topic_score_gemma":0.0006991402,"domain_scores_codex":[0.9995121,0.0001371378,0.00006464421,0.00009183327,0.00008161934,0.0001126687],"domain_scores_gemma":[0.9990716,0.0001408215,0.0003133408,0.00007647387,0.00007765106,0.000320064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002324364,0.001568412,0.9583918,0.00007168485,0.0002258545,0.003196376,0.0007808373,0.0004397335,0.001851881,0.00005640507,0.0004916701,0.03060099],"study_design_scores_gemma":[0.0003775361,0.01714351,0.9684849,0.0000739994,0.0001842252,0.01006135,0.0008649415,0.000668658,0.0008278823,0.00006858062,0.001192949,0.00005131438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999385,0.0002288374,0.00008188494,0.00001484833,0.000005936983,0.00001128269,0.00008090093,0.000002829367,0.0001885106],"genre_scores_gemma":[0.9993613,0.0001560753,0.0001054835,0.00002853799,0.00001848248,0.00001163219,0.0002359583,0.000002141699,0.00008038137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001155781,"threshold_uncertainty_score":0.004411757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228078737114121,"score_gpt":0.2296427911663881,"score_spread":0.2073620037952469,"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."}}