{"id":"W4389945147","doi":"10.1161/circ.148.suppl_1.19006","title":"Abstract 19006: Human Epididymis Protein 4 and Carcinoembryonic Antigen-125: Promising Blood Biomarkers to Identify Diffuse Myocardial Fibrosis in Patients With Severe Aortic Stenosis","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Montreal Heart Institute; Université Laval; Collège Lionel Groulx; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Internal medicine; Myocardial fibrosis; Biomarker; Cardiology; Gastroenterology; Fibrosis; Aortic valve stenosis; Natriuretic peptide; Cohort; Procalcitonin; Population; Stenosis; Pathology; Heart failure","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":[0.0003809067,0.000302522,0.0004199979,0.0004411459,0.0001692641,0.0004164863,0.0001717516,0.000402751,0.003649871],"category_scores_gemma":[0.0008235286,0.0001262118,0.0002250229,0.0002846544,0.0001712649,0.0003039739,0.0002111309,0.0003293485,0.0008282649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525219,"about_ca_system_score_gemma":0.0001559618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002808743,"about_ca_topic_score_gemma":0.0003519997,"domain_scores_codex":[0.9998301,0.00004070267,0.00001828691,0.00004279767,0.00003686962,0.00003123438],"domain_scores_gemma":[0.9996245,0.0001105488,0.00009731455,0.00001426672,0.00004416376,0.00010905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002434003,0.0001405657,0.9838044,0.00003988408,0.00008187305,0.0002677462,0.00003757301,0.00008448584,0.003951781,0.00002413456,0.0005647024,0.008568856],"study_design_scores_gemma":[0.0001133758,0.0009571562,0.9954751,0.0000120485,0.00005776816,0.001103891,0.00007548161,0.0005745257,0.0009761485,0.00005241629,0.0005957339,0.000006342265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985864,0.0003978579,0.0001833412,0.00008490391,0.00001739962,0.00001129872,0.0002516803,0.000006739001,0.0004604288],"genre_scores_gemma":[0.9985008,0.0001036606,0.0003278182,0.00005662415,0.00005162103,0.00001672578,0.0004404585,0.000002438734,0.0004998277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003649871,"threshold_uncertainty_score":0.01221001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463048846389079,"score_gpt":0.2695768369418307,"score_spread":0.2549463484779398,"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."}}