{"id":"W4306166068","doi":"10.1111/dom.14893","title":"Sodium‐glucose co‐transporter‐2 inhibitors in type 2 diabetes: Are clinical trial benefits for heart failure reflected in real‐world clinical practice? A systematic review and meta‐analysis of observational studies","year":2022,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; National Institute for Health and Care Research","keywords":"Observational study; Meta-analysis; Medicine; Type 2 diabetes; Clinical trial; Systematic review; Randomized controlled trial; Internal medicine; Diabetes mellitus; Heart failure; Clinical Practice; MEDLINE; Intensive care medicine; Physical therapy; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02876975,0.002327654,0.02469028,0.005289487,0.0005297548,0.004010492,0.001882507,0.002710601,0.002305032],"category_scores_gemma":[0.0638015,0.001699419,0.03995878,0.00680347,0.000935709,0.00199966,0.001398142,0.002089801,0.0002298188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819343,"about_ca_system_score_gemma":0.00377612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744569,"about_ca_topic_score_gemma":0.009446479,"domain_scores_codex":[0.9780266,0.01185344,0.006313577,0.001529986,0.00192802,0.0003484146],"domain_scores_gemma":[0.9574599,0.03208535,0.00681806,0.001338176,0.001987799,0.0003106848],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002575938,0.00002493585,0.003580083,0.2816114,0.7015624,0.00005517996,0.00006968698,0.0003019508,0.0001364259,0.0001047389,0.0003738362,0.009603501],"study_design_scores_gemma":[0.001116786,0.0002305718,0.003020984,0.02531754,0.9689941,0.00005073692,0.00003878666,0.0001591348,0.00008209968,0.0001729146,0.0007967675,0.00001963246],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005701224,0.9920495,0.0006480675,0.0003325259,0.0002267032,0.0004317884,0.0003977789,0.00002502156,0.000187397],"genre_scores_gemma":[0.2257892,0.7652473,0.003795823,0.001344142,0.0004728846,0.002248934,0.0007806235,0.00004310114,0.0002778225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9753097,"threshold_uncertainty_score":0.1521508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2665689321360838,"score_gpt":0.4697742417022192,"score_spread":0.2032053095661354,"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."}}