{"id":"W4386987092","doi":"10.1038/s41598-023-42989-z","title":"SGLT-2 inhibitors improve cardiovascular and renal outcomes in patients with CKD: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Alberta Innovates; European Society of Cardiology","keywords":"Medicine; Renal function; Internal medicine; Placebo; Meta-analysis; Discontinuation; Heart failure; Randomized controlled trial; Hazard ratio; Relative risk; Diabetes mellitus; Adverse effect; Kidney disease; Acute kidney injury; Confidence interval; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032245,0.0005719334,0.01070927,0.001064373,0.00008884267,0.0001939844,0.00008654503,0.000108622,0.0000213796],"category_scores_gemma":[0.0002366459,0.0002935411,0.002720638,0.001974195,0.0001378548,0.0001081308,0.000194907,0.0001623595,0.00001313966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109856,"about_ca_system_score_gemma":0.00009676896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003027529,"about_ca_topic_score_gemma":0.00002330489,"domain_scores_codex":[0.9952345,0.0002006171,0.001659033,0.001442006,0.001113434,0.0003504057],"domain_scores_gemma":[0.9966762,0.00006921626,0.0009685265,0.001953493,0.0001480658,0.0001844996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[7.607957e-7,0.00008850352,0.0006375068,0.6853338,0.3109195,0.0004800515,0.00001721242,2.590262e-7,5.160165e-9,0.000001695876,0.0003091597,0.002211563],"study_design_scores_gemma":[0.0002036456,0.00005862275,0.00008832754,0.03526969,0.9326085,0.00001484888,0.000005645329,3.455706e-7,1.196849e-7,0.00001107286,0.03147501,0.0002641103],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009261854,0.9909206,0.000001543609,0.00002849669,0.0002935964,0.00851417,0.00001880012,0.00005066603,0.00007952645],"genre_scores_gemma":[0.00006044589,0.9861901,0.0000928135,0.00004079672,0.00001027594,0.001579631,0.0005209245,0.00006383174,0.01144121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6500641,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03834882501351367,"score_gpt":0.2911956641627597,"score_spread":0.252846839149246,"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."}}