{"id":"W2981724854","doi":"10.1093/eurheartj/ehz746.1074","title":"P6484Invasive and non-invasive characterisation of low gradient aortic stenosis","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Stenosis; Hyperaemia; Contractility; Ejection fraction; Aortic pressure; Afterload; Fractional flow reserve; Coronary flow reserve; Hemodynamics; Coronary artery disease; Myocardial infarction; Heart failure; Blood flow; Coronary angiography","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":[0.0004636735,0.0003389127,0.0003863587,0.0006947138,0.0001665454,0.0006693479,0.0002387337,0.0003737244,0.001921654],"category_scores_gemma":[0.000919258,0.0001088566,0.0001756551,0.0003301704,0.000309952,0.0002634846,0.0003647279,0.0003412492,0.0003808326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008590778,"about_ca_system_score_gemma":0.0001251042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000263284,"about_ca_topic_score_gemma":0.000354701,"domain_scores_codex":[0.999757,0.0000580504,0.00002668262,0.00007164181,0.00004928219,0.00003729749],"domain_scores_gemma":[0.9992759,0.0001993797,0.0002160826,0.00004806159,0.00006118898,0.0001993759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001823538,0.0001757826,0.9612921,0.00009814902,0.00006852893,0.001402298,0.0002064978,0.0001548429,0.01815437,0.00006921444,0.0002629792,0.01629167],"study_design_scores_gemma":[0.00002433721,0.0004912748,0.9942768,0.00001509387,0.00003132741,0.002800034,0.0001283676,0.0007176489,0.001089518,0.0001163947,0.0003029605,0.000006212948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989914,0.0001761886,0.0003084119,0.00001953917,0.000005328316,0.000008318939,0.00009791683,0.000007768218,0.0003850687],"genre_scores_gemma":[0.9992385,0.00008123262,0.0002981986,0.00001744572,0.00002881728,0.00001104672,0.0001703172,0.00000252812,0.0001520448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001921654,"threshold_uncertainty_score":0.006428599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704268625268486,"score_gpt":0.2573313519363302,"score_spread":0.2402886656836453,"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."}}