{"id":"W2772293656","doi":"10.1016/j.jacc.2017.10.040","title":"Mechanical Intervention for Aortic Valve Stenosis in Patients With Heart Failure and Reduced Ejection Fraction","year":2017,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Stenosis; Internal medicine; Heart failure; Aortic valve replacement; valvular heart disease; Concomitant; Aortic valve stenosis","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":[0.0003714517,0.000484284,0.001460971,0.001070215,0.0001697921,0.0005836224,0.0005511876,0.0008195751,0.002724172],"category_scores_gemma":[0.001487753,0.0001599877,0.0008407651,0.0006624107,0.0002096259,0.0004638393,0.000399684,0.001113083,0.0003296071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111637,"about_ca_system_score_gemma":0.0006592828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007633898,"about_ca_topic_score_gemma":0.002919018,"domain_scores_codex":[0.9998241,0.00003234853,0.00004357556,0.00003185026,0.00005185653,0.00001626307],"domain_scores_gemma":[0.9995629,0.0002601629,0.0001110846,0.000005139832,0.00003902022,0.00002176401],"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":[0.0004256587,0.0001990579,0.002536253,0.06313658,0.001446323,0.0003986047,0.00007584275,0.0001863924,0.001151817,0.001031165,0.02457656,0.9048358],"study_design_scores_gemma":[0.001933741,0.001643088,0.06504264,0.1299573,0.01720131,0.008871394,0.0004670619,0.0007501644,0.001048699,0.004546397,0.7683303,0.000207911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003222734,0.9989101,0.00003431154,0.0001952861,0.0001490744,0.000003818626,0.00001198168,0.000002365636,0.0003708377],"genre_scores_gemma":[0.004847059,0.9936615,0.0001492599,0.0005784914,0.0005113506,0.000008848799,0.00004132695,8.490421e-7,0.0002012561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002724172,"threshold_uncertainty_score":0.009113252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497685365987281,"score_gpt":0.3667217492014798,"score_spread":0.341744895541607,"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."}}