{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819488,0.0001209644,0.0004078337,0.0001626966,0.0000533414,0.00001763155,0.00002344487,0.0000356451,0.0000108123],"category_scores_gemma":[0.00005449418,0.0001118068,0.001098633,0.0002494287,0.0001094822,0.0001057379,0.00003510322,0.00004971332,0.000006358399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006625522,"about_ca_system_score_gemma":0.00004120659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007143425,"about_ca_topic_score_gemma":1.29249e-7,"domain_scores_codex":[0.9988952,0.00006188066,0.0002204138,0.0002878244,0.0003671776,0.0001674665],"domain_scores_gemma":[0.9993502,0.00001760139,0.00004731766,0.0003475739,0.0001462072,0.00009108137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004930675,0.00004824448,0.8923503,0.00007164144,0.0008928623,0.0000119213,0.0001032139,0.00003784386,0.001808349,0.000008448981,0.000006760487,0.1046111],"study_design_scores_gemma":[0.001839326,0.00003893175,0.9942079,0.0001733522,0.001239236,0.00001700963,0.00006278912,0.001374315,0.0007954834,0.0000372982,0.0001157225,0.00009867635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933344,0.004765635,0.0006280133,0.00004921853,0.0001189575,0.0003888755,0.000006097158,0.0000287777,0.0006800602],"genre_scores_gemma":[0.9992298,0.00008899477,0.0004010766,0.00004239905,0.0001653373,0.00002435135,0.00002472842,0.00002142186,0.000001812654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045124,"threshold_uncertainty_score":0.455935,"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."}}