{"id":"W4320709051","doi":"10.1097/xcs.0000000000000615","title":"Cognitive Function after Transcatheter and Mini-Aortic Valve Replacement: A Multicenter Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Cohort; Aortic valve replacement; Prospective cohort study; Internal medicine; Valve replacement; Cardiology; Stenosis; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002278703,0.000643119,0.0008227446,0.0009257839,0.0007995047,0.001261423,0.000784062,0.0009011561,0.001067436],"category_scores_gemma":[0.003070387,0.0005650699,0.001222416,0.001594932,0.0004477375,0.001096148,0.0006812208,0.0009396994,0.0003270236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129841,"about_ca_system_score_gemma":0.0006466509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549219,"about_ca_topic_score_gemma":0.005962422,"domain_scores_codex":[0.998882,0.0002883425,0.0001144964,0.0003654131,0.0001831092,0.0001665607],"domain_scores_gemma":[0.9972181,0.0002762702,0.0009853994,0.0004542699,0.0002841956,0.0007816754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008110711,0.0001480441,0.9979101,0.000008134188,0.0002268802,0.00009946367,0.00009397195,0.00001662257,0.0001385652,0.000008378672,0.00007604161,0.0004627023],"study_design_scores_gemma":[0.00007587911,0.0004308634,0.998785,0.000006408131,0.0001107773,0.000243671,0.0001267801,0.00009271298,0.00002918779,0.00001119441,0.00008036689,0.000007186334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999335,0.0001497182,0.00003597114,0.0000254399,0.000007155241,0.00001479305,0.000323362,0.000002142317,0.0001065319],"genre_scores_gemma":[0.9988528,0.0001071523,0.00007278189,0.00004631883,0.0000250707,0.00002451183,0.0007770431,0.000002718228,0.0000914361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006549219,"threshold_uncertainty_score":0.01302218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009810388599578848,"score_gpt":0.2981076504437123,"score_spread":0.2882972618441335,"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."}}