{"id":"W4280518418","doi":"10.1016/j.jacc.2022.05.006","title":"Evolution and Prognostic Impact of Cardiac Damage After Aortic Valve Replacement","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Université Laval","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Stage (stratigraphy); Aortic valve replacement; Tricuspid valve; Stenosis","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":[0.000737156,0.0003731669,0.0004476225,0.001682186,0.0005716818,0.00105512,0.0005323457,0.0009312934,0.002732929],"category_scores_gemma":[0.003772898,0.0001660895,0.0006400141,0.001305176,0.0006396302,0.001232518,0.0007578278,0.001228247,0.0005979346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003759231,"about_ca_system_score_gemma":0.000372624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186253,"about_ca_topic_score_gemma":0.002509865,"domain_scores_codex":[0.9995284,0.00008968527,0.00006102376,0.00009508756,0.00007421392,0.0001516558],"domain_scores_gemma":[0.9967321,0.0004937089,0.001260375,0.0001858911,0.0003360565,0.0009920041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003579747,0.00004188601,0.997502,0.000005169888,0.00004426455,0.0002119912,0.00004049084,0.00006005854,0.000189576,0.00003141148,0.00004498752,0.001470082],"study_design_scores_gemma":[0.000003034931,0.0001588389,0.9989616,0.000003633272,0.00002166381,0.0004350235,0.0001005893,0.0001373526,0.00003854539,0.00005827463,0.00007498018,0.00000637956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978644,0.0004534401,0.00009140514,0.00008270439,0.00002018287,0.000005875566,0.0002520409,0.000005572464,0.001224398],"genre_scores_gemma":[0.9992629,0.0001068424,0.000030203,0.00001550425,0.00004127466,0.000002022761,0.0003352022,0.000002079476,0.0002038937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002732929,"threshold_uncertainty_score":0.009142578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007052016450086711,"score_gpt":0.3017407582822195,"score_spread":0.2946887418321328,"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."}}