{"id":"W4388271671","doi":"10.1016/j.jcjd.2023.10.118","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 Diabetes","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; Aortic valve stenosis; Aortic valve replacement; 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":[0.002557929,0.0009137875,0.0009039104,0.0009991832,0.0004258573,0.001988875,0.0008950551,0.001638256,0.001374651],"category_scores_gemma":[0.009986987,0.0003705203,0.001161601,0.0009464117,0.0005162706,0.001423307,0.0008581525,0.002551442,0.0003968119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572085,"about_ca_system_score_gemma":0.0007725607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004649475,"about_ca_topic_score_gemma":0.005278321,"domain_scores_codex":[0.9988085,0.00039347,0.00009830363,0.0002345603,0.0002242384,0.0002409304],"domain_scores_gemma":[0.9932895,0.003475983,0.0009195159,0.0005794278,0.0007474706,0.0009880138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000740679,0.00007403705,0.9948856,0.00001140944,0.0001644098,0.00007727012,0.00004318526,0.0002726645,0.0002877106,0.00004934358,0.0001085897,0.003285051],"study_design_scores_gemma":[0.00002010813,0.0003637183,0.9940515,0.0000114791,0.0002698996,0.000202918,0.00018433,0.004170178,0.0002245648,0.0002904522,0.0001914185,0.00001940358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959565,0.001354885,0.0004949744,0.0002572423,0.0001119105,0.00001458135,0.0004618423,0.00002086386,0.001327178],"genre_scores_gemma":[0.9988737,0.0001673762,0.0002578194,0.0000417407,0.00009042384,0.000005762912,0.0003251425,0.000004157946,0.0002340235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004649475,"threshold_uncertainty_score":0.01352781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008482738356057756,"score_gpt":0.259565530626109,"score_spread":0.2510827922700513,"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."}}