{"id":"W3157299673","doi":"10.1016/j.hlc.2021.04.004","title":"Antiplatelet and Anticoagulant Strategies Following Left Ventricular Assist Device (LVAD) Explantation or Decommissioning: A Scoping Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Heart Lung and Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Alberta Health Services","funders":"","keywords":"Nuclear decommissioning; Medicine; Ventricular assist device; Anticoagulant; Aspirin; Surgery; Circulatory system; Heart failure; Intensive care medicine; Cardiology; Internal medicine; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004310306,0.0003339649,0.001289845,0.0000958629,0.000157745,0.0001832097,0.00009771823,0.000263343,0.000033712],"category_scores_gemma":[0.000108068,0.0002284016,0.0002991961,0.0004377416,0.00001740645,0.0002657325,0.00004930526,0.0003092382,0.000001146609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000413407,"about_ca_system_score_gemma":0.0001738552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002640433,"about_ca_topic_score_gemma":0.000005238508,"domain_scores_codex":[0.9981261,0.000254558,0.0007605299,0.0003492619,0.0003027299,0.0002068578],"domain_scores_gemma":[0.9991039,0.0002027376,0.0002196481,0.000325617,0.00006000988,0.00008808942],"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":[0.000001735729,0.00001984688,0.002025877,0.9548493,0.0003593036,0.0001425122,0.0002019964,0.000118688,0.00003408043,0.0001509017,0.0001366971,0.04195908],"study_design_scores_gemma":[0.0001427189,0.000008024259,0.0007659762,0.9742841,0.001104785,0.0008602876,0.00004992771,0.0009930866,0.0000169636,0.00001631723,0.02137695,0.0003808822],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002580558,0.995874,0.0002574192,0.0000171048,0.0002743831,0.0008838113,0.00001190424,0.00006309643,0.00003774852],"genre_scores_gemma":[0.02481876,0.974679,0.0001331146,0.00003965445,0.00005901742,0.00002452126,0.0001961937,0.00004438366,0.000005376709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0415782,"threshold_uncertainty_score":0.9313946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525402815055127,"score_gpt":0.3330882804353996,"score_spread":0.2978342522848483,"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."}}