{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113854,0.0001737558,0.0001576558,0.0001957612,0.0001597635,0.000161067,0.00009370008,0.00006982814,0.0006172194],"category_scores_gemma":[0.0000881951,0.0001659643,0.000157322,0.0003164055,0.00001764068,0.0003688421,0.00002596566,0.0004647745,0.0004619394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129905,"about_ca_system_score_gemma":0.00009472985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003849481,"about_ca_topic_score_gemma":0.000008465364,"domain_scores_codex":[0.9987936,0.00004700459,0.000350088,0.0001929659,0.0003349975,0.0002813686],"domain_scores_gemma":[0.9991497,0.00009523224,0.00003494095,0.0001342652,0.00007776784,0.0005080561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001985279,0.0007344691,0.7626171,0.005904417,0.002818102,0.02855719,0.0007183224,0.01529404,0.001786692,0.02326663,0.1402891,0.01781542],"study_design_scores_gemma":[0.003075949,0.000288286,0.7173648,0.0006931897,0.003795903,0.01076572,0.001157492,0.07446174,0.0006602242,0.01418519,0.1706407,0.002910838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841243,0.01089978,0.002248339,0.0003079179,0.001598545,0.0001107455,0.00005954902,0.0002530394,0.0003977808],"genre_scores_gemma":[0.9986796,0.0001752097,0.0001464168,0.0001557707,0.0007161885,0.00001566096,0.00001901799,0.00003828231,0.0000538214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05916771,"threshold_uncertainty_score":0.6767828,"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."}}