{"id":"W4295024043","doi":"10.1111/dom.14867","title":"External validation and extension of the <scp>TIMI</scp> risk score for heart failure in diabetes for patients with recent acute coronary syndrome: An analysis of the <scp>EXAMINE</scp> trial","year":2022,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Acute coronary syndrome; Internal medicine; TIMI; Cardiology; Heart failure; Myocardial infarction; Type 2 diabetes; Creatinine; Framingham Risk Score; Confidence interval; Atrial fibrillation; Diabetes mellitus; Clinical endpoint; Natriuretic peptide; Randomized controlled trial; Thrombolysis; Endocrinology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04058791,0.001632191,0.001776229,0.0005757613,0.0007199218,0.002352324,0.001456421,0.001516347,0.001692184],"category_scores_gemma":[0.03704079,0.0006624988,0.003173104,0.001170925,0.001602528,0.001028763,0.003170905,0.001632139,0.0007384852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488642,"about_ca_system_score_gemma":0.001097946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158899,"about_ca_topic_score_gemma":0.001794306,"domain_scores_codex":[0.9727309,0.01999275,0.00175091,0.002922044,0.002033899,0.0005695066],"domain_scores_gemma":[0.9689567,0.01210118,0.0074528,0.007496305,0.002618213,0.00137467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1370131,0.00168559,0.8236372,0.000664169,0.01466052,0.0001631939,0.0006525776,0.001824559,0.001557652,0.0005360114,0.00409646,0.01350893],"study_design_scores_gemma":[0.03638814,0.009984467,0.9323786,0.0002716262,0.009292614,0.0003114399,0.0002310231,0.003815014,0.0007589844,0.0006769404,0.005787807,0.0001032049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902225,0.001308546,0.001455286,0.0003032083,0.0001752439,0.001326416,0.003215111,0.00002875444,0.001965013],"genre_scores_gemma":[0.9855022,0.0002951023,0.0012036,0.000355112,0.0002441131,0.001595941,0.01029051,0.00004445421,0.0004689052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04058791,"threshold_uncertainty_score":0.2146519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088814447266641,"score_gpt":0.2290426618358787,"score_spread":0.2181545173632123,"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."}}