{"id":"W2095923547","doi":"10.1161/circulationaha.115.015371","title":"Clinical Impact of Changes in Left Ventricular Function After Aortic Valve Replacement","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Aortic valve replacement; Stenosis; Regurgitation (circulation); Heart failure; Aortic valve stenosis; Aortic valve; Ventricular pressure; Blood pressure","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":[0.0005405786,0.0002912223,0.0003698839,0.00045062,0.0003059148,0.0006053097,0.0003231942,0.0006469215,0.001325145],"category_scores_gemma":[0.003490277,0.0001224727,0.0002568749,0.0003403335,0.0005694361,0.0003429819,0.000320134,0.0007116619,0.0002512632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053603,"about_ca_system_score_gemma":0.0002351986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008579853,"about_ca_topic_score_gemma":0.001029108,"domain_scores_codex":[0.9995766,0.0001083037,0.00004953541,0.0000762836,0.00008032664,0.0001089484],"domain_scores_gemma":[0.996769,0.0008966536,0.001288691,0.0000922827,0.0001843194,0.0007692129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002645707,0.00003657465,0.9972657,0.0000089456,0.00002404047,0.0003827972,0.00002617405,0.00006431183,0.0003229862,0.000007628612,0.00004421158,0.001551998],"study_design_scores_gemma":[0.000003295869,0.0001201083,0.9990004,0.000002356069,0.000007290654,0.0006825088,0.00002832677,0.0000644789,0.00004978263,0.000008545818,0.00003055196,0.000002363137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992945,0.0003270578,0.00002903562,0.00004761594,0.000007025963,0.000002308238,0.00007972868,0.000002622853,0.0002099886],"genre_scores_gemma":[0.9997301,0.00004766459,0.00001678945,0.00001861857,0.00001798182,0.000001504135,0.0001219666,8.098522e-7,0.00004456883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001325145,"threshold_uncertainty_score":0.004432976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867180818139815,"score_gpt":0.3890085608473076,"score_spread":0.3503367526659094,"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."}}