{"id":"W2049182490","doi":"10.1016/j.ejheart.2008.05.013","title":"The Risk of Heart Failure in Patients with Type 2 Diabetes Treated with Oral Agent Monotherapy","year":2008,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; Kidney Foundation of Canada; University of Alberta; Canadian Diabetes Association; Institute of Nutrition, Metabolism and Diabetes; Heart and Stroke Foundation of Canada","keywords":"Medicine; Sulfonylurea; Metformin; Diabetes mellitus; Type 2 diabetes; Internal medicine; Heart failure; Incidence (geometry); Retrospective cohort study; Cohort; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000327397,0.0002567973,0.0003738505,0.0005883712,0.0004442262,0.0005856943,0.0002801391,0.0005667469,0.001253027],"category_scores_gemma":[0.001754063,0.0002441276,0.0004786626,0.0008592194,0.0002313077,0.0002786801,0.0002539549,0.0008572441,0.0001766046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004519663,"about_ca_system_score_gemma":0.0005754497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02547797,"about_ca_topic_score_gemma":0.02932608,"domain_scores_codex":[0.9996529,0.00006658373,0.00003393274,0.00006522804,0.0001055658,0.00007573819],"domain_scores_gemma":[0.9988227,0.0001684299,0.0005851728,0.00003994545,0.00009517353,0.0002885097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004847617,0.00001456497,0.9990044,0.000004649065,0.00002869509,0.0000702015,0.000009612393,0.00001710088,0.00005075106,0.000003880896,0.0000582913,0.000689426],"study_design_scores_gemma":[0.000008213296,0.00004646312,0.9993097,0.000007568414,0.00002669619,0.0003745953,0.00003606387,0.00008126181,0.0000174481,0.000008665627,0.00008100051,0.000002218331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978294,0.0009067378,0.00005482408,0.0001405116,0.00002149146,0.000008085858,0.0003563145,0.000004340362,0.000678221],"genre_scores_gemma":[0.9985996,0.0005239123,0.00009238459,0.0001023649,0.0000507289,0.000007512759,0.0004281429,0.000001719944,0.0001935612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02547797,"threshold_uncertainty_score":0.05065936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008414176568481571,"score_gpt":0.2029828851529236,"score_spread":0.194568708584442,"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."}}