{"id":"W4388270585","doi":"10.1016/j.jcjd.2023.10.057","title":"HYDRODYNAMIC ASSESSMENT OF EXPLANTED DEGENERATED TRANSCATHETER HEART VALVES: NOVEL INSIGHTS INTO NON-CALCIFIC VALVE DEGENERATION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Degeneration (medical); Medicine; Heart valve; Cardiology; Anatomy; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780153,0.0001425434,0.0003457255,0.0006058273,0.00007225887,0.000044649,0.0001387769,0.0001035339,0.00005115326],"category_scores_gemma":[0.0000252042,0.0001283102,0.0003384412,0.0005940876,0.00002057221,0.0001701439,0.000003295085,0.0001609241,0.000008169863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144452,"about_ca_system_score_gemma":0.000217519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007878393,"about_ca_topic_score_gemma":0.003249458,"domain_scores_codex":[0.9988446,0.00003946319,0.0005675254,0.0001101834,0.000192352,0.0002458393],"domain_scores_gemma":[0.9992169,0.00007077141,0.00009430065,0.0001424665,0.0001687437,0.0003068199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[5.57427e-7,0.00001377992,0.004808829,0.00005299159,0.0003132487,0.000001681913,0.0004550635,0.5397516,0.4536285,0.0001914722,0.0003600777,0.0004221665],"study_design_scores_gemma":[0.0002790645,0.00008705116,0.01568625,0.0001027838,0.00012157,6.649377e-7,0.00006742034,0.9567689,0.02608955,0.0003045923,0.0003291595,0.0001629951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860043,0.0002962856,0.01314621,0.00008959632,0.0002981039,0.0000786993,0.00001231086,0.00001930307,0.0000552074],"genre_scores_gemma":[0.9983515,0.00001553753,0.001387099,0.00003629903,0.0001011147,0.000003936073,0.00006469712,0.00002659712,0.0000132388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4275389,"threshold_uncertainty_score":0.5232338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125435583331281,"score_gpt":0.2310720575877605,"score_spread":0.2185284992546324,"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."}}