{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002721019,0.0001818602,0.0003631974,0.0002981074,0.00003711083,0.00001647682,0.00006953546,0.0002104623,0.00002525349],"category_scores_gemma":[0.0002569862,0.0001565772,0.00006756561,0.001244987,0.0000415047,0.0001308637,0.00002235641,0.0002704227,0.00001443752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245076,"about_ca_system_score_gemma":0.00007998025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001086925,"about_ca_topic_score_gemma":0.000008011152,"domain_scores_codex":[0.9983988,0.00008053845,0.0004936586,0.0004000306,0.0003454954,0.0002814399],"domain_scores_gemma":[0.9992889,0.0000311558,0.0001935038,0.0001965558,0.0001326807,0.0001571695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003455343,0.0001879257,0.9413215,0.000242876,0.0001037078,0.000003339865,0.0006078509,0.003951698,0.0525195,0.000001196147,0.00006296767,0.0006519243],"study_design_scores_gemma":[0.002659385,0.0001292784,0.9878147,0.0003020412,0.00006307865,9.723173e-7,0.0001562035,0.006975934,0.001698247,0.00001271129,0.00001378889,0.0001737028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976676,0.0001448778,0.00008536539,0.0002554656,0.00004401813,0.001611461,0.000007669732,0.00003938928,0.0001441125],"genre_scores_gemma":[0.9968234,0.000002647066,0.002789896,0.00008763846,0.00002220601,0.00002370527,0.0002183812,0.00003158299,5.907561e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05082125,"threshold_uncertainty_score":0.6385034,"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."}}