{"id":"W4377093967","doi":"10.4244/eij-d-23-00021","title":"Transcatheter aortic valve implantation with the Evolut platform for bicuspid aortic valve stenosis: the international, multicentre, prospective BIVOLUTX registry","year":2023,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Bicuspid aortic valve; Internal medicine; Cardiology; Clinical endpoint; Prospective cohort study; Aortic valve; Stenosis; Regurgitation (circulation); Aortic valve stenosis; Bicuspid valve; Surgery; Clinical trial","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":[0.0002357007,0.0002088957,0.0002065734,0.0001038357,0.0002114154,0.00009787385,0.0001608072,0.00004164261,0.00005144886],"category_scores_gemma":[0.00007751012,0.0001145653,0.002390764,0.0002597889,0.00007507544,0.0001783407,0.00003484076,0.0001320883,0.0001101279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715864,"about_ca_system_score_gemma":0.00004482343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006064369,"about_ca_topic_score_gemma":0.0000338208,"domain_scores_codex":[0.9985812,0.00004145981,0.0003142843,0.0003612023,0.0004087065,0.0002931986],"domain_scores_gemma":[0.9989803,0.0001345088,0.0002127725,0.0003767461,0.0002172248,0.00007842569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005157629,0.001899205,0.9247634,0.0008949476,0.01825913,0.00002568503,0.004985325,0.0001768487,0.001310899,0.0007026118,0.0242341,0.01759025],"study_design_scores_gemma":[0.003808273,0.0006430257,0.9877574,0.0003641958,0.002950193,0.00003447916,0.001661835,0.001586843,0.0002689763,0.0003076978,0.0004719997,0.0001450863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930445,0.0003256522,0.001143374,0.001974663,0.0005082492,0.002239278,0.0001889012,0.0001579075,0.0004174685],"genre_scores_gemma":[0.9972208,0.00007150436,0.00005073819,0.0001694653,0.0001948128,0.0002746141,0.000425454,0.0000490253,0.001543589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06299402,"threshold_uncertainty_score":0.4671839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411633798119835,"score_gpt":0.3261821716084948,"score_spread":0.3020658336272964,"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."}}