{"id":"W2155821728","doi":"10.1093/ehjci/jet059","title":"Accuracy of Doppler-echocardiographic parameters for the detection of aortic bileaflet mechanical prosthetic valve dysfunction","year":2013,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Cardiology; Internal medicine; Medicine; Doppler effect; Doppler echocardiography; Aortic valve; Mechanical heart-valve; Radiology; Biomedical engineering; Heart valve; Diastole","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00431282,0.0004466373,0.0004164592,0.0006470531,0.000154888,0.0009152879,0.0003209139,0.0008166688,0.0006705761],"category_scores_gemma":[0.009738537,0.0002874745,0.0002659877,0.000172516,0.0005062266,0.0003985792,0.0003443021,0.0004883375,0.0003235879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825343,"about_ca_system_score_gemma":0.0001131219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000231446,"about_ca_topic_score_gemma":0.0002189336,"domain_scores_codex":[0.9966784,0.001867543,0.0003337112,0.0004597357,0.0005148951,0.0001456712],"domain_scores_gemma":[0.9909126,0.006626697,0.0008483057,0.0006870048,0.0006016011,0.0003238145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005311756,0.0003520216,0.7409293,0.0003106227,0.0003177312,0.0002917651,0.0003810933,0.001377401,0.2109094,0.0001124765,0.0001798451,0.03952663],"study_design_scores_gemma":[0.0002396478,0.01005096,0.7653063,0.0001726629,0.0007327574,0.006277177,0.0003956484,0.02731228,0.187429,0.000301274,0.001696407,0.00008580034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911531,0.004186003,0.003793814,0.00009051554,0.00003929568,0.00001462687,0.00008823755,0.00002265646,0.0006116764],"genre_scores_gemma":[0.9982632,0.0002451305,0.001321192,0.00002900195,0.00001634725,0.000005854742,0.0000629713,0.000003049567,0.00005347543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00431282,"threshold_uncertainty_score":0.02280861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201260790242254,"score_gpt":0.2915268973258467,"score_spread":0.2695142894234242,"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."}}