{"id":"W4389958515","doi":"10.1161/circ.148.suppl_1.14391","title":"Abstract 14391: Biomarkers, Proteomics, and Echocardiography Lend Insights into Cardiovascular Death in HFrEF: A VICTORIA Substudy","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Ejection fraction; Medicine; Cardiology; Internal medicine; Heart failure; Biomarker","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":[0.0034937,0.0003277599,0.0008783228,0.0006479257,0.001000941,0.0009116586,0.0008647142,0.0008278515,0.001551028],"category_scores_gemma":[0.004202196,0.0003469487,0.001000097,0.001547924,0.0005587778,0.0005479254,0.001278381,0.0007617068,0.0002949391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101133,"about_ca_system_score_gemma":0.001010436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04342436,"about_ca_topic_score_gemma":0.09055419,"domain_scores_codex":[0.9972836,0.001263666,0.0003038987,0.0003397922,0.0004587604,0.0003503571],"domain_scores_gemma":[0.9967703,0.0006457342,0.0009753561,0.0005725735,0.0006020234,0.0004340479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006860627,0.0001666811,0.9775662,0.000381732,0.001380535,0.0001389937,0.0002887235,0.0001035069,0.001258546,0.0001058649,0.001989912,0.009758601],"study_design_scores_gemma":[0.0006064058,0.0006094985,0.9956008,0.0001246452,0.0008610011,0.0001544454,0.00009760237,0.0001642858,0.0001582451,0.0000736459,0.001533568,0.00001590169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832123,0.006116415,0.0002975673,0.0003799787,0.00003777801,0.0003176839,0.007108681,0.00001075807,0.002518949],"genre_scores_gemma":[0.991774,0.0009458731,0.0004225551,0.0005417357,0.0001043571,0.0003169831,0.005123375,0.000007222374,0.0007637935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04342436,"threshold_uncertainty_score":0.08634323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869620845317378,"score_gpt":0.2440781699891519,"score_spread":0.2253819615359781,"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."}}