{"id":"W4318613824","doi":"10.1097/hco.0000000000001020","title":"Bicuspid aortic valve associated aortopathy: 2022 guideline update","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; Sunnybrook Hospital","funders":"","keywords":"Medicine; Bicuspid aortic valve; Ascending aorta; Cardiology; Regurgitation (circulation); Internal medicine; Stenosis; Aortic valve; Aortic aneurysm; Aortic dissection; Aorta; Population; Guideline; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007720204,0.0006562394,0.003519781,0.0005435132,0.00009494254,0.00001529032,0.0002874573,0.00038002,0.0009289422],"category_scores_gemma":[0.0004424807,0.0005386696,0.001887554,0.0007565274,0.0001171721,0.00005154732,0.0003466704,0.001038227,0.0002002237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007413127,"about_ca_system_score_gemma":0.0009384449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008576637,"about_ca_topic_score_gemma":4.208455e-7,"domain_scores_codex":[0.9956142,0.0007616426,0.001590574,0.0009635341,0.0004355409,0.0006344866],"domain_scores_gemma":[0.9980693,0.0002329226,0.0006184722,0.0007824054,0.00006931087,0.0002276006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002332588,0.0004114865,0.003006403,0.005356714,0.001376293,0.00005514452,0.00002021376,0.000004641884,1.342102e-8,0.0001817986,0.02943279,0.9601312],"study_design_scores_gemma":[0.001060499,0.0001771139,0.0004518099,0.002874993,0.00286937,0.000121997,0.00002514112,0.00003277102,1.760589e-8,0.0001208246,0.9918547,0.0004108225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000236546,0.9893877,0.00003433668,0.00007719752,0.007275159,0.001658045,0.0003413698,0.0001210861,0.001081448],"genre_scores_gemma":[0.00005876208,0.974448,0.00002564292,0.00004163749,0.001204974,0.001312219,0.02272947,0.00009125931,0.00008801065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9624218,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488153823482735,"score_gpt":0.4212066382378029,"score_spread":0.2723912558895294,"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."}}