{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02127884,0.003438774,0.01885043,0.004963502,0.000553277,0.003867846,0.002113732,0.002173298,0.00259896],"category_scores_gemma":[0.03485948,0.001759381,0.0571766,0.006549324,0.0006829893,0.001680422,0.001426666,0.002634712,0.0002709902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766686,"about_ca_system_score_gemma":0.00169823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005248716,"about_ca_topic_score_gemma":0.007184548,"domain_scores_codex":[0.98338,0.009843918,0.00322156,0.001883335,0.001246493,0.0004247129],"domain_scores_gemma":[0.9735264,0.02031262,0.003663516,0.001139908,0.001055548,0.0003020825],"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":[0.005632786,0.00002100838,0.005011609,0.03274442,0.9523784,0.0000661061,0.00002744696,0.0007847992,0.0001184787,0.00005350316,0.0002430476,0.002918506],"study_design_scores_gemma":[0.001245748,0.0001623112,0.002939155,0.001582001,0.9931733,0.00004684215,0.00001575089,0.0003213811,0.00006460451,0.0001280141,0.0003068802,0.0000139844],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04611639,0.9466923,0.002954279,0.0003831643,0.0004325236,0.000596174,0.002000874,0.000139441,0.0006847209],"genre_scores_gemma":[0.7288405,0.2591237,0.00560331,0.001126511,0.0003772792,0.001730308,0.002487794,0.0001098003,0.0006008075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02127884,"threshold_uncertainty_score":0.1125346,"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."}}