{"id":"W4416815208","doi":"10.1016/j.cardfail.2025.11.488","title":"Impact of Atrial Fibrillation, Diabetes Mellitus, and Obesity on Outcomes With Aspirin Avoidance and Hemocompatibility With a Left Ventricular Assist Device: An Analysis From the ARIES-HM3 Trial","year":2025,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Abbott Pharmaceuticals; Agency for Healthcare Research and Quality; Abiomed; CSL Behring; National Heart, Lung, and Blood Institute; Alnylam Pharmaceuticals; Abbott Laboratories; Sanofi; AstraZeneca; Pfizer; Bristol-Myers Squibb","keywords":"Aspirin; Diabetes mellitus; Obesity; Ventricular assist device; Clinical trial; Reduction (mathematics)","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":[0.0007685731,0.000228496,0.001024162,0.0001424303,0.00008511475,0.0001025904,0.0001384017,0.00009862034,0.00001636393],"category_scores_gemma":[0.0001342897,0.0001248153,0.0004836356,0.0004243003,0.0000740001,0.000249841,0.00002274392,0.0002693968,2.340177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008497547,"about_ca_system_score_gemma":0.0001044233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000651196,"about_ca_topic_score_gemma":0.0001590976,"domain_scores_codex":[0.9983873,0.0002612827,0.0005368323,0.000208241,0.0004360337,0.0001703475],"domain_scores_gemma":[0.9983442,0.0006402658,0.0003212194,0.0003693625,0.0001923445,0.0001326248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009091009,0.00001651908,0.9703896,0.00004343627,0.004584562,0.000004256626,0.00008289513,0.02325034,0.00003281646,0.00002042741,0.00002578649,0.00064025],"study_design_scores_gemma":[0.003567349,0.0003873904,0.9905244,0.00008517751,0.002416015,0.000002033687,0.00007824267,0.002077173,0.0003036278,0.000111241,0.00030187,0.0001455213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960381,0.002847508,0.0005135157,0.0001016693,0.00009842685,0.0003054813,0.00006960107,0.00001657133,0.000009153491],"genre_scores_gemma":[0.9992376,0.00001777688,0.0005322862,0.00001355191,0.0001728543,9.346263e-7,0.00001192472,0.00001191641,0.000001169211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117317,"threshold_uncertainty_score":0.5089821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006999633346309174,"score_gpt":0.2436502119380786,"score_spread":0.2366505785917694,"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."}}