{"id":"W2782967046","doi":"10.1097/hco.0000000000000486","title":"Left ventricular assist device as destination therapy for end stage heart failure","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Destination therapy; Cardiology; Heart failure; Internal medicine; Ventricular assist device","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":[0.0007463674,0.0005953872,0.001499736,0.001536538,0.0001856443,0.001252695,0.0007652095,0.000871279,0.004382341],"category_scores_gemma":[0.003181407,0.0001377733,0.000860136,0.001601156,0.0002795625,0.0009199738,0.0003976499,0.0009275105,0.0008036929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083472,"about_ca_system_score_gemma":0.00144207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005602126,"about_ca_topic_score_gemma":0.0009108615,"domain_scores_codex":[0.9994831,0.0001064637,0.0001421761,0.00007324447,0.0001686104,0.0000263711],"domain_scores_gemma":[0.9981987,0.001008899,0.0004746758,0.00002236251,0.0002386456,0.00005665876],"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":[0.000165102,0.00003706922,0.000829384,0.1828205,0.0005662886,0.0001929372,0.00007811667,0.0002672914,0.0003549163,0.001847011,0.06218353,0.7506579],"study_design_scores_gemma":[0.0001065864,0.0002731856,0.007113246,0.1790005,0.002623915,0.003590961,0.0001757096,0.0003283109,0.0004978777,0.001454612,0.8047937,0.00004145698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001354315,0.9985275,0.00004920939,0.0003096922,0.000502528,0.000009844448,0.00004518976,0.000003705414,0.000416801],"genre_scores_gemma":[0.001377537,0.9970921,0.00008862764,0.0004666972,0.0006988997,0.00001280695,0.00006853108,0.000002519338,0.0001920988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004382341,"threshold_uncertainty_score":0.01466042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051195117266486,"score_gpt":0.38167215168928,"score_spread":0.2765526399626314,"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."}}