{"id":"W3180850023","doi":"10.1161/circimaging.120.012453","title":"High Prevalence of Severe Aortic Stenosis in Low-Flow State Associated With Atrial Fibrillation","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Interquartile range; Atrial fibrillation; Cardiology; Internal medicine; Sinus rhythm; Stenosis; Ejection fraction; Aortic valve; Aortic valve stenosis; Heart failure","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":[0.0005796945,0.0001612041,0.000553608,0.0001957892,0.0000542902,0.00003325419,0.00004177814,0.00004969935,0.00007284498],"category_scores_gemma":[0.0004714117,0.0001601388,0.0006617393,0.0007497902,0.00004054322,0.0002806116,0.00003823337,0.00009266908,0.000006224247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185143,"about_ca_system_score_gemma":0.0001315934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003710879,"about_ca_topic_score_gemma":0.000003384706,"domain_scores_codex":[0.9980208,0.0002004488,0.0004897482,0.0003669432,0.0007065511,0.0002155696],"domain_scores_gemma":[0.9988303,0.0001214622,0.0001863197,0.0004218996,0.0003825588,0.00005749148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005002946,0.000002806514,0.6749759,0.000234775,0.0006419292,0.00003477892,0.0001023295,0.3122817,0.0001548562,0.00001406467,0.000003330607,0.01150342],"study_design_scores_gemma":[0.003494229,0.00001227656,0.9632966,0.0004725994,0.0009019247,0.00001453983,0.00005366881,0.03111539,0.0002718044,0.0001052415,0.00008271619,0.0001790287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878216,0.001803319,0.009084629,0.0002950801,0.0002033265,0.0005556787,0.00001215863,0.00006905786,0.00015519],"genre_scores_gemma":[0.9985175,0.0001534841,0.0007330501,0.00002623158,0.0002789724,0.000001109887,0.0001416295,0.00002915125,0.0001189259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2883206,"threshold_uncertainty_score":0.6530272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015024957254082,"score_gpt":0.2562902038854308,"score_spread":0.23613995431289,"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."}}