{"id":"W4387698533","doi":"10.1016/j.jacc.2023.09.339","title":"TCT-331 Cardiac Damage Staging Predicts Outcomes in Symptomatic and Asymptomatic Aortic Valve Stenosis After Aortic Valve Replacement: Meta-Analysis of Reconstructed Time-to-Event Data","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Asymptomatic; Cardiology; Internal medicine; Stenosis; Aortic valve replacement; Aortic valve; Cardiovascular event; Aortic valve stenosis; Myocardial infarction","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":[0.007577822,0.00288317,0.006889347,0.001291836,0.000728912,0.003126942,0.00192393,0.002474822,0.002493583],"category_scores_gemma":[0.01143495,0.001696541,0.03355119,0.00195025,0.0008574087,0.001537637,0.001853704,0.003330392,0.0004448317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471209,"about_ca_system_score_gemma":0.0007019643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005642513,"about_ca_topic_score_gemma":0.009816878,"domain_scores_codex":[0.9943446,0.002619782,0.0007557785,0.00155567,0.0003368106,0.0003874607],"domain_scores_gemma":[0.99154,0.005349291,0.001110391,0.001247005,0.0004189239,0.0003344266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01844783,0.00005675671,0.1181476,0.005841975,0.8500763,0.000152134,0.00009653002,0.001121698,0.0008050593,0.0001466901,0.0005976195,0.004509864],"study_design_scores_gemma":[0.001579667,0.0006923613,0.06771328,0.0004140471,0.9261428,0.0001385413,0.00008798111,0.001530675,0.0002061721,0.0004963338,0.0009394475,0.00005878932],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5870964,0.3965511,0.00706271,0.000762035,0.00155942,0.0001732545,0.004678852,0.0002907423,0.001825557],"genre_scores_gemma":[0.9845967,0.01105929,0.001172504,0.0005188877,0.0003597853,0.00008390291,0.001437197,0.00007906243,0.0006926832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007577822,"threshold_uncertainty_score":0.04007584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456706789389329,"score_gpt":0.3285464646954929,"score_spread":0.3039793968015996,"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."}}