{"id":"W2898093819","doi":"10.1016/j.jtcvs.2018.10.076","title":"AVIATOR: An open international registry to evaluate medical and surgical outcomes of aortic valve insufficiency and ascending aorta aneurysm","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cliniques Universitaires Saint-Luc; Universiteit Antwerpen; Centre Hospitalier Universitaire de Rennes; Association Chirurgicale Pour Le Développement et L'Amélioration des Techniques de Dépistage et de Traitement des Maladies Cardio-vasculaires; Department of Surgery, University of Manitoba; Centre Hospitalier Régional Universitaire de Montpellier; University of Ottawa; Univerzita Karlova v Praze","keywords":"Ascending aorta; Medicine; Aortic valve; Aortic aneurysm; Aneurysm; Aortic Valve Insufficiency; Aorta; Surgery; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001794512,0.0005752619,0.0009596482,0.002404516,0.0007054584,0.001410185,0.001033938,0.0005944638,0.001628665],"category_scores_gemma":[0.003893224,0.0003467808,0.0005746615,0.002737831,0.0004759564,0.001525377,0.002214705,0.0007674127,0.0006360696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230366,"about_ca_system_score_gemma":0.001291792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00522398,"about_ca_topic_score_gemma":0.007428387,"domain_scores_codex":[0.9987552,0.000294018,0.000220126,0.0003041046,0.0002049046,0.0002215543],"domain_scores_gemma":[0.9942609,0.0009049342,0.001948056,0.0008589577,0.0008462055,0.001181014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002682663,0.00008393011,0.9969743,0.00001288139,0.00007356739,0.0001281791,0.0001255681,0.00003223132,0.0003167646,0.00006428298,0.0005923326,0.001327619],"study_design_scores_gemma":[0.0001028276,0.0001990048,0.9971851,0.00001639923,0.0001045153,0.0005997872,0.0005332404,0.0003201724,0.0001856879,0.00007679508,0.0006636608,0.00001278853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899821,0.0001104091,0.0004997379,0.00008774334,0.00001876234,0.00009903851,0.007921343,0.00002654877,0.001254398],"genre_scores_gemma":[0.9710974,0.0001447641,0.001387293,0.0001639793,0.0001048511,0.0002488563,0.02633877,0.00004118826,0.0004730322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00522398,"threshold_uncertainty_score":0.01038718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429579650722127,"score_gpt":0.372956758066091,"score_spread":0.3286609615588697,"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."}}