{"id":"W2808110229","doi":"10.1161/circimaging.117.007451","title":"Progression of Hypertrophy and Myocardial Fibrosis in Aortic Stenosis","year":2018,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Rosetrees Trust; Universitat Pompeu Fabra; Uniwersytet Medyczny im. Karola Marcinkowskiego w Poznaniu; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Asymptomatic; Cardiology; Stenosis; Internal medicine; Left ventricular hypertrophy; Aortic valve replacement; Muscle hypertrophy; Myocardial fibrosis; Fibrosis; Magnetic resonance imaging; Aortic valve stenosis; Radiology; Blood pressure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005865417,0.0002003784,0.0001894634,0.0004315066,0.0002178759,0.0002336457,0.0001339518,0.0003012381,0.0004898363],"category_scores_gemma":[0.001076897,0.0001127085,0.0001443277,0.0001792933,0.0003063616,0.0002207294,0.000192828,0.0003369014,0.00009576941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937026,"about_ca_system_score_gemma":0.000208969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007550433,"about_ca_topic_score_gemma":0.001169208,"domain_scores_codex":[0.9998606,0.0000442954,0.00001196908,0.00002188824,0.00003653201,0.00002473332],"domain_scores_gemma":[0.9992519,0.0001194475,0.0003550082,0.00002330408,0.0000595423,0.0001907805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007457665,0.00008098253,0.9859406,0.00002798468,0.00001969068,0.0006465958,0.0001623874,0.00008753335,0.00508603,0.00003136055,0.00005510617,0.007115981],"study_design_scores_gemma":[0.000007821136,0.0003673754,0.9981074,0.000005263075,0.000008579488,0.0009903725,0.00004416989,0.0001074565,0.0002605804,0.00002391958,0.00007427156,0.000002778107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994186,0.0003146731,0.00005193144,0.00001789399,0.000002336285,0.000003028176,0.00001658911,0.000002388295,0.000172522],"genre_scores_gemma":[0.9996699,0.00009617938,0.00009994095,0.00001094435,0.00001393175,0.000002429416,0.00004326137,4.978043e-7,0.00006295897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007550433,"threshold_uncertainty_score":0.003101945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105735713633508,"score_gpt":0.29851267778301,"score_spread":0.2874553206466749,"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."}}