{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005027389,0.0001843847,0.0002462817,0.001053507,0.0004522208,0.0005449787,0.0002988974,0.0005171169,0.003127577],"category_scores_gemma":[0.003381873,0.000201242,0.0002143354,0.0006777634,0.0004356823,0.000420745,0.0004201564,0.0005215719,0.0002860223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474253,"about_ca_system_score_gemma":0.000199414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103388,"about_ca_topic_score_gemma":0.00179936,"domain_scores_codex":[0.9994679,0.0001132545,0.00009023602,0.0001095888,0.0001318695,0.00008718909],"domain_scores_gemma":[0.9962431,0.0007582617,0.002052662,0.0001358468,0.0002099418,0.0006001894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002313064,0.000007395507,0.999392,0.000003998517,0.00000677798,0.00006303578,0.00002653428,0.000006890571,0.0001046538,0.000006827018,0.00003151764,0.000327222],"study_design_scores_gemma":[0.000001612732,0.00002757019,0.9991089,0.00000359995,0.000005213387,0.0006531449,0.00008118893,0.00004735388,0.00002055893,0.00001637379,0.00003272012,0.000001687045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994978,0.0001007138,0.00003662537,0.00003707248,0.000004480599,0.000002565839,0.00008032652,0.000002035061,0.0002383553],"genre_scores_gemma":[0.9998387,0.00003020663,0.0000224558,0.00001248112,0.00001060156,0.000001789915,0.00005331602,5.728194e-7,0.00002981059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003127577,"threshold_uncertainty_score":0.01046276,"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."}}