{"id":"W2807310966","doi":"10.1111/ctr.13302","title":"Metformin use in the first year after kidney transplant, correlates, and associated outcomes in diabetic transplant recipients: A retrospective analysis of integrated registry and pharmacy claims data","year":2018,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Metformin; Internal medicine; Diabetes mellitus; Hazard ratio; Retrospective cohort study; Proportional hazards model; Intensive care medicine; Insulin; Endocrinology; Confidence interval","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":[0.0009883967,0.0001858864,0.000653152,0.0002944495,0.00003488546,0.00002826147,0.0001437978,0.0001199807,0.00003909152],"category_scores_gemma":[0.0001710534,0.0001259578,0.00009843164,0.0007105695,0.0002573223,0.0002494612,0.00001247198,0.000268775,0.000002070005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004286511,"about_ca_system_score_gemma":0.00003092258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002696312,"about_ca_topic_score_gemma":0.003430522,"domain_scores_codex":[0.9982193,0.0001711575,0.0007225509,0.0004522233,0.0002231055,0.0002116496],"domain_scores_gemma":[0.9987764,0.0005761192,0.0001424498,0.00035442,0.00005786384,0.00009278265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001331277,0.0006022299,0.9940748,0.00006872064,0.001328061,0.0001044475,0.001645378,6.689172e-7,0.000009448008,0.00003221852,0.00005619178,0.0007465484],"study_design_scores_gemma":[0.006037592,0.0003788144,0.9834895,0.0005011383,0.006598582,0.000002836963,0.00009994191,0.002596941,0.00002428305,0.00004574549,0.0001012771,0.0001233939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970445,0.00007292292,0.0001882027,0.0004697339,0.00009490699,0.0005705975,0.001447563,0.00001809482,0.0000934459],"genre_scores_gemma":[0.9931813,0.003407949,0.0001837651,0.0005354254,0.00001423596,0.00003302891,0.002578451,0.0000122686,0.00005352768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058536,"threshold_uncertainty_score":0.5136411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841071051614581,"score_gpt":0.3538913074038677,"score_spread":0.2954805968877219,"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."}}