{"id":"W4414230061","doi":"10.1016/j.jvs.2025.06.076","title":"Optimizing Computational Fluid Dynamics Simulation Inputs for Predicting Aneurysmal Degeneration After Uncomplicated Acute Type B Aortic Dissection","year":2025,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aortic dissection; Degeneration (medical); Aortic aneurysm; Aneurysm; Dissection (medical)","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":[0.0004978324,0.0007668746,0.0005338742,0.0004800888,0.0004028307,0.0008102286,0.0005120948,0.0006622851,0.0008947733],"category_scores_gemma":[0.004408432,0.0003181606,0.0003603562,0.0002844767,0.0002869055,0.0004161923,0.0004437357,0.0004476763,0.0001605454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007459216,"about_ca_system_score_gemma":0.001223521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018521,"about_ca_topic_score_gemma":0.01195586,"domain_scores_codex":[0.9998199,0.0000620479,0.00001711404,0.00003157579,0.00003728607,0.00003198771],"domain_scores_gemma":[0.9986186,0.0008485242,0.0001071449,0.00005276027,0.000283537,0.00008944816],"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":[0.0004066887,0.0001664666,0.01561842,0.00002396585,0.00001906149,0.00008927727,0.00001688434,0.9743409,0.001277404,0.0001698956,0.0002658508,0.007605136],"study_design_scores_gemma":[0.000008083104,0.00004340648,0.001558123,0.000002515225,0.0000047443,0.000005614322,0.000009804473,0.9975304,0.0007467791,0.0000592889,0.00002903034,0.000002211653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734566,0.0001638554,0.0237563,0.0001948221,0.00005298459,0.00006787154,0.0004120838,0.0003797279,0.001515826],"genre_scores_gemma":[0.9958363,0.00003507318,0.003696837,0.0000137343,0.000005425004,0.00001821807,0.0001817582,0.00001862749,0.0001939987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018521,"threshold_uncertainty_score":0.03682643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538140495950345,"score_gpt":0.292195056458057,"score_spread":0.2768136514985535,"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."}}