{"id":"W4387882016","doi":"10.1016/j.jacc.2023.08.044","title":"Association of Age and Sex With Use of Transcatheter Aortic Valve Replacement in France","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Valve replacement; Comorbidity; Demographics; Aortic valve replacement; Internal medicine; Aortic valve; Cardiology; Surgery; Demography; 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":[0.0007723884,0.0003220043,0.0004758166,0.002375295,0.0004857412,0.00162153,0.0005836694,0.001086202,0.004841585],"category_scores_gemma":[0.002890793,0.0002622483,0.00121079,0.001927427,0.0005007553,0.0005401601,0.0004439519,0.0009144759,0.0006220538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244881,"about_ca_system_score_gemma":0.001241256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06778972,"about_ca_topic_score_gemma":0.04921648,"domain_scores_codex":[0.9990401,0.0002383805,0.0001267808,0.0001767533,0.0001581713,0.0002597948],"domain_scores_gemma":[0.9960257,0.0009903897,0.001527251,0.0002100972,0.0005582382,0.000688244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009258748,0.00004145656,0.9973188,0.000009417489,0.0001235697,0.0002014923,0.00009298115,0.000104617,0.0001048058,0.00008568546,0.0003668508,0.001457636],"study_design_scores_gemma":[0.000007516519,0.00005582354,0.9982308,0.00001393962,0.00003479941,0.0004115108,0.0002002637,0.0002044349,0.00002588864,0.00002954619,0.0007756273,0.00000995082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932273,0.001483746,0.0001299047,0.0005190223,0.00004624126,0.000005141742,0.001137504,0.00003391654,0.003417232],"genre_scores_gemma":[0.9979789,0.0004913479,0.00006242684,0.0001222992,0.00005657815,0.00000549987,0.0004654109,0.00001217041,0.0008053494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06778972,"threshold_uncertainty_score":0.1347903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149254630979679,"score_gpt":0.2913487656926667,"score_spread":0.2798562193828699,"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."}}