{"id":"W4402902877","doi":"10.1097/mat.0000000000002288","title":"ACTION-ARC Pediatric and Adult Congenital Heart Disease Ventricular Assist Device Adverse Event Definitions-2023","year":2024,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Clinical trial; Stakeholder; Event (particle physics); Medical emergency; Internal medicine; Public relations","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":[0.08385441,0.001206358,0.001062504,0.007146947,0.001405575,0.002749241,0.00354242,0.003594769,0.01449491],"category_scores_gemma":[0.09635195,0.0005436005,0.002925981,0.003413215,0.001425496,0.002882326,0.004948697,0.003828111,0.006883503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00671539,"about_ca_system_score_gemma":0.02280696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007785124,"about_ca_topic_score_gemma":0.008058378,"domain_scores_codex":[0.9088608,0.04288753,0.02476104,0.002582519,0.01886503,0.002043001],"domain_scores_gemma":[0.8491356,0.05199066,0.01710667,0.006961164,0.07046457,0.004341304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009203047,0.0005204179,0.02083974,0.007284973,0.0001811976,0.0004428501,0.004802641,0.003195487,0.002154901,0.07031574,0.6531374,0.2362043],"study_design_scores_gemma":[0.0001960516,0.0003645807,0.02829481,0.004650333,0.00008076891,0.0008115207,0.001459062,0.0009554462,0.001218329,0.006251733,0.955625,0.00009230647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03881195,0.0246885,0.1496893,0.07099873,0.007786965,0.08198397,0.1205279,0.002944205,0.5025685],"genre_scores_gemma":[0.2182899,0.01277938,0.4089377,0.03858012,0.002081149,0.1463608,0.1150588,0.001089867,0.05682226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08385441,"threshold_uncertainty_score":0.4434698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269432145784214,"score_gpt":0.2489555124112122,"score_spread":0.22626119095337,"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."}}