{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002070536,0.0002562985,0.0006062634,0.0001770575,0.00005490712,0.00003983295,0.00004663377,0.00006126721,0.00002599126],"category_scores_gemma":[0.00007009993,0.0001934948,0.00007075723,0.0001822591,0.00007296963,0.0004306732,0.0001263732,0.0001051055,0.00001115871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002748532,"about_ca_system_score_gemma":0.00004038222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001574886,"about_ca_topic_score_gemma":0.000002919613,"domain_scores_codex":[0.9986761,0.00005231985,0.0001581819,0.000445144,0.0002663918,0.0004019271],"domain_scores_gemma":[0.9990997,0.0000370132,0.00004280654,0.0003506475,0.00006167251,0.0004081177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005281549,0.0002397884,0.9909725,0.0003890421,0.0006653289,0.000003301419,0.00005418067,0.000001776875,0.00003789544,0.0001117972,0.00004505321,0.00742657],"study_design_scores_gemma":[0.005898423,0.0002364774,0.9819865,0.0002173003,0.001217014,8.988098e-8,0.000009238848,0.00007505916,0.0001891659,0.00008172848,0.009863688,0.0002253304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838641,0.01481654,5.536339e-7,0.00004506616,0.000121385,0.001029838,0.00002497439,0.0000299167,0.0000676261],"genre_scores_gemma":[0.9976116,0.001356347,0.0001373844,0.0003576531,0.00003823602,0.00003234858,0.0001338955,0.00002561989,0.0003069268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374749,"threshold_uncertainty_score":0.7890487,"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."}}