{"id":"W2942963139","doi":"10.21037/acs.2019.04.04","title":"Management and outcomes of left ventricular assist device-associated endocarditis: a systematic review","year":2019,"lang":"en","type":"review","venue":"Annals of Cardiothoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Endocarditis; Ventricular assist device; Destination therapy; Pulsatile flow; Surgery; Heart failure; Implant; Transplantation; Internal medicine; Cardiology","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":[0.00318313,0.0007086553,0.01171684,0.0004977709,0.00002490615,0.00002907652,0.0003639914,0.0003488678,0.00003787886],"category_scores_gemma":[0.0006591018,0.0005928898,0.003346279,0.0005776988,0.0000423763,0.000137836,0.0001197233,0.0002797965,0.00003997677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006337915,"about_ca_system_score_gemma":0.00007628896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002923554,"about_ca_topic_score_gemma":3.506401e-7,"domain_scores_codex":[0.9945691,0.0008143389,0.002776755,0.0004676125,0.0008943527,0.0004778443],"domain_scores_gemma":[0.9955131,0.001654674,0.00129495,0.001170342,0.0002003195,0.0001666144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[3.920711e-7,0.00001845842,0.0004056286,0.9411044,0.008005744,0.0001890266,0.000003364232,0.000005122906,1.270352e-8,0.00001802884,0.0009843034,0.04926549],"study_design_scores_gemma":[0.00004677571,0.00001010315,0.0003341758,0.8850791,0.01613179,0.0001073329,0.00001459159,0.000009828982,0.000005110982,0.00001228066,0.09753955,0.0007093482],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004723116,0.9962304,0.00004781627,0.00000536443,0.0005523962,0.002260918,0.000198396,0.0001215158,0.0005359475],"genre_scores_gemma":[0.001905205,0.9974856,0.00001968866,0.0000706806,0.00002576931,0.0001727038,0.0001403684,0.0001291463,0.00005084326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09655525,"threshold_uncertainty_score":0.9996523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08043801555659787,"score_gpt":0.33886293662051,"score_spread":0.2584249210639122,"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."}}