{"id":"W4313131910","doi":"10.1161/atvb.42.suppl_1.111","title":"Abstract 111: Multiparametric Circulating Cardiovascular Biomarkers Elucidate A Molecular Signature Of Coronavirus Disease 2019 Mortality And Identify Vascular Barrier Stabilizing Therapies","year":2022,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Hospital for Sick Children; University Health Network","funders":"","keywords":"Medicine; Vascular permeability; Endothelial activation; Vascular disease; Disease; Internal medicine; Endothelial dysfunction; Endothelium; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00172041,0.0005698862,0.001116002,0.000368725,0.0007228446,0.00005662072,0.0004602959,0.0003657049,0.0006157912],"category_scores_gemma":[0.0001475475,0.0005577575,0.000973574,0.0004953879,0.0008482978,0.0001759559,0.0007774467,0.0004886468,0.000008175715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007119214,"about_ca_system_score_gemma":0.00007940194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004801487,"about_ca_topic_score_gemma":0.00002051718,"domain_scores_codex":[0.9956675,0.00132751,0.0007681772,0.001272918,0.0002398098,0.0007241262],"domain_scores_gemma":[0.9979321,0.0002186348,0.0003581971,0.00120594,0.0001140774,0.0001710587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003492986,0.00023444,0.1488293,0.0001420945,0.008109189,0.000001931433,0.0003828059,0.000050337,0.8393986,0.0001860822,0.00002268309,0.002607616],"study_design_scores_gemma":[0.002201982,0.0002062402,0.9881145,0.00006080595,0.001266389,0.000003034187,0.0007605232,0.0000507126,0.004196413,0.0003270662,0.002172715,0.000639627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631679,0.03378301,0.0006303994,0.00004902288,0.0006000583,0.0008523783,0.0008102803,0.00009260026,0.00001436122],"genre_scores_gemma":[0.9951729,0.003601077,0.0002867295,0.0001868141,0.00001848119,0.0002061564,0.0004553474,0.00007104706,0.000001422714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8392851,"threshold_uncertainty_score":0.9996874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04881031037510388,"score_gpt":0.3024038112058989,"score_spread":0.2535935008307951,"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."}}