{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002702094,0.001392229,0.002918764,0.0003270672,0.0005682007,0.001733443,0.001039256,0.001591375,0.002190596],"category_scores_gemma":[0.003572985,0.0007435254,0.006941912,0.0009500174,0.0007280848,0.001332665,0.001011637,0.003254618,0.0002501202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005519405,"about_ca_system_score_gemma":0.0007413504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003235754,"about_ca_topic_score_gemma":0.005906529,"domain_scores_codex":[0.9981796,0.0007982074,0.0001794947,0.0004171958,0.0001592452,0.0002664514],"domain_scores_gemma":[0.9970978,0.0009881778,0.0008372656,0.0004526979,0.0001558582,0.0004681544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3147267,0.001704304,0.5885773,0.001531532,0.07239943,0.0004120868,0.0002215627,0.001690783,0.001596287,0.0006162993,0.003021907,0.01350186],"study_design_scores_gemma":[0.04496424,0.009025431,0.8764785,0.0002635816,0.0621884,0.0003492926,0.0004183367,0.002549591,0.0004323395,0.001188799,0.001975775,0.0001657655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893687,0.007435902,0.0002365666,0.0003992833,0.0001694035,0.00005546235,0.001405503,0.00001669878,0.0009125245],"genre_scores_gemma":[0.9950306,0.001499893,0.0002488624,0.0003918262,0.0003478341,0.0000992678,0.001924593,0.00001405058,0.0004431253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003235754,"threshold_uncertainty_score":0.01429015,"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."}}