{"id":"W1905197431","doi":"10.25011/cim.v37i3.21384","title":"Dipeptidyl peptidase-4 inhibition improves left ventricular function in chronic kidney disease","year":2014,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research","keywords":"Linagliptin; Sitagliptin; Medicine; Renal function; Internal medicine; Incretin; Kidney disease; Dipeptidyl peptidase-4; Diabetes mellitus; Heart failure; Cardiology; Vildagliptin; Endocrinology; Type 2 diabetes; Urology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000271035,0.0002833461,0.0004735755,0.0001586078,0.0001135004,0.0001782732,0.0002217876,0.0002042364,0.001297847],"category_scores_gemma":[0.0001755232,0.00006034822,0.0002092657,0.0001002072,0.0002017413,0.0001636294,0.0001685888,0.0006385852,0.0001558792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208865,"about_ca_system_score_gemma":0.0002647591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513907,"about_ca_topic_score_gemma":0.0003411768,"domain_scores_codex":[0.9999357,0.00001548987,0.000007482614,0.000009715208,0.00001500579,0.0000164714],"domain_scores_gemma":[0.999894,0.00001450398,0.00003116169,0.00000985279,0.00001131866,0.0000391302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04241124,0.006400111,0.0113162,0.001535223,0.0004388168,0.0002114071,0.00004628134,0.0006067955,0.7570733,0.0003439406,0.001054638,0.1785621],"study_design_scores_gemma":[0.0171093,0.2023657,0.3553987,0.000359216,0.00151405,0.001679311,0.0002028089,0.003735763,0.400805,0.001353336,0.01541443,0.00006234457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885933,0.009123455,0.0007086301,0.0002407971,0.00009993996,0.00004358133,0.0001697295,0.00004119238,0.000979337],"genre_scores_gemma":[0.9912876,0.005590083,0.001451709,0.0002468944,0.00008624249,0.00005727521,0.0002836409,0.000007675648,0.000988867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001297847,"threshold_uncertainty_score":0.004341781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915724837795253,"score_gpt":0.2980757229273517,"score_spread":0.2489184745493991,"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."}}