{"id":"W4226156343","doi":"","title":"Sodium-Glucose Cotransporter 2 Inhibitors and Risk of Hyperkalemia in People With Type 2 Diabetes: A Meta-Analysis of Individual Participant Data From Randomized, Controlled Trials","year":2022,"lang":"en","type":"review","venue":"UCL Discovery (University College London)","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University Health Network","funders":"","keywords":"Medicine; Type 2 diabetes; Hyperkalemia; Randomized controlled trial; Meta-analysis; Diabetes mellitus; Cotransporter; Benzhydryl compounds; Internal medicine; Pharmacology; Sodium; 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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004430683,0.0006502452,0.02671357,0.001736372,0.00008698559,0.00002930642,0.0005836616,0.0001945195,0.001357387],"category_scores_gemma":[0.0005266052,0.0004196519,0.004237685,0.002339235,0.0002683258,0.000445957,0.0005506916,0.000355188,0.000002594702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016208,"about_ca_system_score_gemma":0.0005010116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032504,"about_ca_topic_score_gemma":0.002456894,"domain_scores_codex":[0.9936528,0.002527317,0.001714926,0.0008944368,0.0008433217,0.000367149],"domain_scores_gemma":[0.990482,0.005573547,0.002477497,0.001247325,0.00007306712,0.0001466213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.04705565,0.0009752075,0.002476114,0.002422068,0.9425006,0.0001938235,0.0005175021,0.0000242636,5.921872e-7,0.000130546,0.0004489575,0.003254704],"study_design_scores_gemma":[0.1158445,0.000275935,0.0003324525,0.0004462467,0.8554252,4.393913e-7,0.0008149635,0.0001670215,0.000001184923,0.000005694991,0.02637915,0.0003072463],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1007769,0.8648478,0.00001196637,0.00003430332,0.00008817894,0.006170655,0.02789214,0.00001835677,0.0001597013],"genre_scores_gemma":[0.01972972,0.9695515,0.0001702051,0.00002587175,0.00002244381,0.00009193815,0.008952856,0.00004194145,0.001413496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1047037,"threshold_uncertainty_score":0.9998255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054736338507522,"score_gpt":0.2945311316880456,"score_spread":0.1890574978372934,"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."}}