{"id":"W2914902752","doi":"10.1111/dom.13642","title":"Metformin use and cardiovascular events in patients with type 2 diabetes and chronic kidney disease","year":2019,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre","funders":"Amgen","keywords":"Medicine; Metformin; Type 2 diabetes; Kidney disease; Internal medicine; Diabetes mellitus; Disease; 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":[0.001295506,0.0002548244,0.0006019516,0.000548104,0.0003711379,0.0006790507,0.0002683283,0.0006057774,0.001362903],"category_scores_gemma":[0.003061837,0.0002453882,0.000953697,0.001072533,0.0001535851,0.0003920906,0.0004304674,0.0007386577,0.0001323882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554537,"about_ca_system_score_gemma":0.0003060645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596572,"about_ca_topic_score_gemma":0.00254947,"domain_scores_codex":[0.9992471,0.0002998434,0.0001127938,0.0001149418,0.0001455402,0.00007975683],"domain_scores_gemma":[0.9981914,0.0003822949,0.00104544,0.00007974258,0.0001059773,0.0001950974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512354,0.0001403757,0.9937928,0.00007346274,0.0004948982,0.00004888795,0.00002125754,0.00005549666,0.00008512234,0.0000163552,0.0001387446,0.003620283],"study_design_scores_gemma":[0.0001513131,0.0004696425,0.9982309,0.00002780307,0.0003205058,0.0001572352,0.00003469116,0.0002779135,0.00004232878,0.00004499129,0.0002371043,0.000005578467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948012,0.003816878,0.0001197239,0.0001559716,0.00003837604,0.00002326142,0.000489598,0.0000034778,0.0005516062],"genre_scores_gemma":[0.9981438,0.0008277459,0.0001473815,0.0001074629,0.00006213492,0.00002515266,0.0004896206,0.000001158304,0.0001956482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001596572,"threshold_uncertainty_score":0.006851375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005217562185070648,"score_gpt":0.1839735379072619,"score_spread":0.1787559757221913,"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."}}