{"id":"W3188641474","doi":"10.1016/j.jacc.2021.05.047","title":"Markers of Myocardial Damage Predict Mortality in Patients With Aortic Stenosis","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Research Foundation of Korea; Korea Health Industry Development Institute; Ministry of Health and Welfare; Ministry of Science, ICT and Future Planning; Academy of Medical Sciences; British Heart Foundation; National Institute for Health and Care Research; Russian Science Foundation; Barts Charity","keywords":"Medicine; Cardiology; Stenosis; Internal medicine","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":[0.0004967637,0.0006582337,0.000752085,0.0008992626,0.0004864942,0.001227572,0.0003551373,0.00107006,0.001667141],"category_scores_gemma":[0.002829923,0.0004027224,0.0006574578,0.0008459892,0.0003665679,0.0006706432,0.000569903,0.001563568,0.0003092309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164937,"about_ca_system_score_gemma":0.0003085416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202971,"about_ca_topic_score_gemma":0.002440914,"domain_scores_codex":[0.9997224,0.0000713324,0.00003917063,0.00004042345,0.00005568162,0.00007088747],"domain_scores_gemma":[0.9984335,0.0004096616,0.0005218289,0.00007549677,0.0001116498,0.0004478249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003451717,0.00007146946,0.998172,0.000009620968,0.00007579481,0.00008380069,0.00002863781,0.00004175628,0.0001487405,0.00001677179,0.00007208979,0.0009339891],"study_design_scores_gemma":[0.00001397252,0.0001264657,0.9990306,0.000008041391,0.00007493095,0.0001885941,0.00009105101,0.0002820036,0.00004330901,0.00005645092,0.00007970321,0.000004947633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977735,0.0008386055,0.00008325243,0.000189719,0.00004144861,0.000005750353,0.0001539148,0.000005106058,0.0009087598],"genre_scores_gemma":[0.9990481,0.0002803858,0.00006811719,0.0000526848,0.0001120433,0.000004121699,0.000228031,0.000001531981,0.0002050161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001667141,"threshold_uncertainty_score":0.005577147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007659035894144611,"score_gpt":0.2786165433979808,"score_spread":0.2709575075038362,"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."}}