{"id":"W3215786952","doi":"10.1161/circ.144.suppl_1.10413","title":"Abstract 10413: Clinical Outcomes with Metformin and Sulfonylurea Initiation Among Patients with Heart Failure and Diabetes: From Get with the Guidelines-Heart Failure","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Heart failure; Metformin; Diabetes mellitus; Internal medicine; Gerontology; 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":[0.001293834,0.0003023244,0.0005403694,0.0006265771,0.0004061425,0.0009074839,0.0004833826,0.000598365,0.002453265],"category_scores_gemma":[0.004582644,0.0002320507,0.001104107,0.001576335,0.0001946269,0.0006169357,0.001011205,0.0009198118,0.0003766293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005068685,"about_ca_system_score_gemma":0.0008394124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009796884,"about_ca_topic_score_gemma":0.01598297,"domain_scores_codex":[0.9987809,0.0003367852,0.0001803085,0.0001991684,0.0002828078,0.0002201211],"domain_scores_gemma":[0.996753,0.0004420351,0.001696613,0.0001871034,0.0003384691,0.0005826461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002857119,0.00005067621,0.9971458,0.00001853057,0.0000938188,0.00003032966,0.00001944697,0.00006084028,0.00003287083,0.00001538094,0.0008987056,0.00134795],"study_design_scores_gemma":[0.00004373347,0.00009917936,0.9992504,0.00001302271,0.00006893001,0.00005119933,0.00003968266,0.0001841235,0.00002102309,0.00002104933,0.000203905,0.000003852006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922364,0.0003850559,0.000103532,0.000309307,0.00003660175,0.00004327139,0.005672589,0.00001371898,0.001199548],"genre_scores_gemma":[0.9905496,0.0001367133,0.0001917937,0.0001800687,0.00007891242,0.00007283418,0.008461351,0.000006308693,0.0003225421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009796884,"threshold_uncertainty_score":0.01947975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317045241614255,"score_gpt":0.277676939092653,"score_spread":0.2545064866765104,"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."}}