{"id":"W2120307542","doi":"10.1161/circulationaha.111.040279","title":"Quality of Life and Left Ventricular Assist Device Support","year":2012,"lang":"en","type":"review","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":141,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Destination therapy; Ventricular assist device; Heart failure; Heart transplantation; Quality of life (healthcare); Transplantation; Ventricle; Cardiology; Internal medicine; Artificial heart; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000724164,0.0003399347,0.001419069,0.0001560763,0.0000363722,0.00002463704,0.0001608837,0.0004326738,0.0003575091],"category_scores_gemma":[0.0001017606,0.0003331709,0.0003088384,0.0002165282,0.00002874524,0.0001880824,0.00004040631,0.0002511117,0.0001028608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056067,"about_ca_system_score_gemma":0.00008180016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005164889,"about_ca_topic_score_gemma":0.00000356614,"domain_scores_codex":[0.997845,0.0001607304,0.001105042,0.0002816736,0.0003394601,0.0002681282],"domain_scores_gemma":[0.9987193,0.0001564119,0.0003837443,0.0004517568,0.00005903084,0.0002297978],"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":[0.000001544586,0.00005913739,0.05238823,0.1288613,0.000665869,0.000009265768,0.00007002291,0.0001509669,0.000009377417,0.00179428,0.0000880916,0.8159019],"study_design_scores_gemma":[0.000157846,0.000005444599,0.03596258,0.001131286,0.0008907858,0.00004250114,0.000007682277,0.0003359973,0.000003052053,0.00008615856,0.9607253,0.0006513718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001014311,0.9958816,0.001406157,0.000001436632,0.0003682299,0.0004577465,0.000038605,0.0001451417,0.000686789],"genre_scores_gemma":[0.4495316,0.5493016,0.0001402696,0.00001845673,0.0002895801,0.00002738752,0.0005553829,0.0001266249,0.000009074454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9606372,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09255278902353052,"score_gpt":0.3206747066925756,"score_spread":0.228121917669045,"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."}}