{"id":"W3093003123","doi":"10.1159/000509857","title":"Pre- and Post-Transcatheter Aortic Valve Replacement Serum Brain Natriuretic Peptide Levels and All-Cause Mortality","year":2020,"lang":"en","type":"article","venue":"Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Natriuretic peptide; Internal medicine; Cardiology; Cohort; Valve replacement; Brain natriuretic peptide; Afterload; Heart failure; Stenosis; Ventricle","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":[0.0003837301,0.000207665,0.0002717869,0.0003985684,0.000172885,0.0003446598,0.000209184,0.0002694738,0.001146267],"category_scores_gemma":[0.001375797,0.0001588101,0.0002691561,0.0002609643,0.0001760023,0.0002361536,0.0002372185,0.0005289682,0.0001491663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941906,"about_ca_system_score_gemma":0.0002465665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006856318,"about_ca_topic_score_gemma":0.0009325347,"domain_scores_codex":[0.9997593,0.00005415241,0.00003048732,0.00005518793,0.00004694068,0.00005397545],"domain_scores_gemma":[0.9990552,0.0002501205,0.0003487753,0.00005325621,0.00007115467,0.0002214865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001131035,0.00002818966,0.9991047,0.000003177686,0.00001902463,0.00003002157,0.00001031267,0.00003198474,0.0001621447,0.000004447039,0.00002203062,0.00047076],"study_design_scores_gemma":[0.000003558771,0.0000880923,0.9994714,0.000001491446,0.00001043326,0.0001579917,0.00002431733,0.0001269065,0.00007520777,0.000007805272,0.00003162444,0.000001191335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996295,0.00009130243,0.00004978791,0.00001319807,0.000003410296,0.000002471095,0.00009970311,0.00000101676,0.0001095972],"genre_scores_gemma":[0.9996854,0.00003621314,0.00005203182,0.000008812575,0.000008540089,0.000004131777,0.0001524425,5.691218e-7,0.00005189757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001146267,"threshold_uncertainty_score":0.003834605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0359190197242434,"score_gpt":0.3461646337197875,"score_spread":0.3102456139955441,"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."}}