{"id":"W4399325543","doi":"10.1093/ehjci/jeae145","title":"Prognostic value of aortic valve calcification in non-severe aortic stenosis with preserved ejection fraction","year":2024,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Stenosis; Aortic valve; Aortic valve stenosis; Calcification; Retrospective cohort study; Radiology; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009870948,0.0002174409,0.0004903703,0.000362059,0.0001062302,0.0001370904,0.00006128132,0.00002578835,0.00001974049],"category_scores_gemma":[0.000124566,0.0001761998,0.002443904,0.0005156869,0.00004444015,0.0003859982,0.00003276724,0.0004187248,0.00005407312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744077,"about_ca_system_score_gemma":0.0001215805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020317,"about_ca_topic_score_gemma":2.499984e-7,"domain_scores_codex":[0.997703,0.0004413825,0.0004742865,0.000381062,0.0007001623,0.0003001334],"domain_scores_gemma":[0.9989972,0.00006685204,0.00008969094,0.000429457,0.0002225431,0.0001942967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233679,0.000178138,0.9743533,0.0003812307,0.00431375,0.0004909588,0.000139382,0.00163831,0.0006309552,0.000002404465,0.0001582769,0.0175899],"study_design_scores_gemma":[0.001375946,0.0001450135,0.9869146,0.001622555,0.004080022,0.0007808902,0.0002583979,0.003934933,0.0001589762,0.00001348728,0.000545966,0.000169186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832355,0.01003771,0.004097002,0.0001492563,0.0003671379,0.0006382044,0.000005802007,0.00007071015,0.001398696],"genre_scores_gemma":[0.9986169,0.0004196553,0.0003979278,0.00004115446,0.0003645628,0.00001703297,0.00002307699,0.00008475981,0.00003495018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742071,"threshold_uncertainty_score":0.718522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829870828962158,"score_gpt":0.3049361250576408,"score_spread":0.2866374167680192,"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."}}