{"id":"W3162761774","doi":"10.1161/circ.142.suppl_3.16139","title":"Abstract 16139: A Targeted Proteomic Approach to Identify Circulating Biomarkers of Heart Failure Risk in Patients With Type 2 Diabetes Mellitus in DECLARE-TIMI 58","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Natriuretic peptide; Internal medicine; Heart failure; Type 2 Diabetes Mellitus; Diabetes mellitus; Biomarker; Type 2 diabetes; Endocrinology","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":[0.001447817,0.0004889616,0.0007553995,0.00103564,0.0002429434,0.0007227389,0.0003524898,0.0003790834,0.00160328],"category_scores_gemma":[0.00133819,0.000207269,0.0005260334,0.0008109423,0.0001511194,0.0002171523,0.0005384327,0.0004160891,0.0004639319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357235,"about_ca_system_score_gemma":0.000345194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003211183,"about_ca_topic_score_gemma":0.0005266204,"domain_scores_codex":[0.9996087,0.0001401559,0.00003947581,0.0000960308,0.00007697293,0.00003868556],"domain_scores_gemma":[0.9996125,0.00006641792,0.0001485255,0.00003826221,0.0000592484,0.00007515178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01144414,0.0009137125,0.8616264,0.0003296245,0.0008270844,0.0007514819,0.0001931792,0.0007153963,0.08101103,0.00024295,0.002466125,0.0394788],"study_design_scores_gemma":[0.0007248989,0.003877092,0.9756104,0.00003787864,0.0005884608,0.00146128,0.0001570982,0.005647982,0.008917447,0.0003334381,0.002611535,0.00003234579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947957,0.0009078515,0.001717479,0.0001698913,0.00004937918,0.0001184404,0.001346048,0.00004336905,0.0008518278],"genre_scores_gemma":[0.9903386,0.0003245352,0.006492925,0.0002678166,0.00007539624,0.0002128336,0.00152688,0.00001070835,0.0007502832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160328,"threshold_uncertainty_score":0.007656872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188292536242984,"score_gpt":0.2353889538663031,"score_spread":0.2235060285038733,"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."}}