{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005317103,0.000312735,0.0004328415,0.0004115688,0.0001314321,0.000718749,0.0001571622,0.0002589234,0.002390146],"category_scores_gemma":[0.0008414656,0.0001015435,0.0002205628,0.0003733366,0.0001448237,0.0002574462,0.0002228889,0.0004314933,0.0003939555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280007,"about_ca_system_score_gemma":0.0002203333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001972751,"about_ca_topic_score_gemma":0.0003036689,"domain_scores_codex":[0.9998199,0.00004549411,0.00002077045,0.00005102763,0.00003726531,0.0000254826],"domain_scores_gemma":[0.9995437,0.0001058612,0.0001800869,0.00003674921,0.00007383426,0.0000597349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007886675,0.0005406614,0.6747949,0.0003463881,0.0003126389,0.0003502492,0.0001230914,0.001821234,0.2361143,0.0003768188,0.002470561,0.07486262],"study_design_scores_gemma":[0.00008571478,0.001821171,0.9559825,0.00003383715,0.0001760577,0.0006180829,0.00007646524,0.008763535,0.03063691,0.0004112941,0.001375799,0.00001874251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942478,0.0007948562,0.002274443,0.0001380192,0.00002801015,0.00005370022,0.001322574,0.00004815452,0.001092387],"genre_scores_gemma":[0.995892,0.0001868985,0.001706086,0.00007915718,0.00004800997,0.00004744639,0.001435017,0.000007993539,0.0005974442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002390146,"threshold_uncertainty_score":0.007995844,"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."}}