{"id":"W4387338170","doi":"10.1016/j.cjca.2023.06.121","title":"INCREMENTAL VALUE OF BLOOD BIOMARKERS IN CARDIAC DAMAGE STAGING CLASSIFICATION AND THE EVOLUTION OF CARDIAC DAMAGE AFTER AORTIC VALVE REPLACEMENT IN ASYMPTOMATIC AORTIC VALVE STENOSIS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Cardiology; Internal medicine; Stenosis; Aortic valve replacement; Aortic valve; Aortic valve stenosis; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00225964,0.0008559981,0.0008486798,0.0009916051,0.000413844,0.001835551,0.0007988266,0.001579132,0.001318378],"category_scores_gemma":[0.009496351,0.0003361029,0.001037339,0.0009005685,0.0004949216,0.001318083,0.0007893337,0.00227684,0.0003722157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004276003,"about_ca_system_score_gemma":0.0007134856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004168381,"about_ca_topic_score_gemma":0.004807302,"domain_scores_codex":[0.9989286,0.0003336344,0.00008985165,0.0002141723,0.000217277,0.0002162984],"domain_scores_gemma":[0.9939688,0.003024223,0.0008891004,0.0005036304,0.0007267077,0.0008874278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006523399,0.00006744204,0.9950175,0.0000114602,0.0001463573,0.00007753748,0.00004185731,0.0002489524,0.0003089676,0.00004817939,0.000104484,0.00327498],"study_design_scores_gemma":[0.00001664267,0.0003335284,0.9948934,0.00001038879,0.0002295703,0.000201,0.0001575851,0.003492895,0.0002094537,0.0002614307,0.0001773232,0.00001672825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960124,0.001358456,0.000492623,0.0002419201,0.0001026662,0.00001478352,0.0004325337,0.00002006722,0.001324499],"genre_scores_gemma":[0.9989377,0.0001602768,0.0002552686,0.00003888841,0.00008489611,0.000005705722,0.000297631,0.000003731413,0.000215943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004168381,"threshold_uncertainty_score":0.01195025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043053821388771,"score_gpt":0.2739115188131404,"score_spread":0.2634809805992526,"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."}}