{"id":"W2597545061","doi":"10.1016/s2213-8587(17)30104-3","title":"Effects of intensive glucose control on microvascular outcomes in patients with type 2 diabetes: a meta-analysis of individual participant data from randomised controlled trials","year":2017,"lang":"en","type":"review","venue":"The Lancet Diabetes & Endocrinology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":528,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Cilag; Medical Research Council; National Health and Medical Research Council; Michigan Diabetes Research Center, University of Michigan; Servier; AstraZeneca Australia; Monash University; Novartis Australia; Novo Nordisk; National Institute for Health and Care Research; Intarcia Therapeutics; Amgen Australia; Office of Research and Development; Sanofi; GlaxoSmithKline; AstraZeneca; Bristol-Myers Squibb; Eli Lilly and Company; McMaster University; National Institute of Diabetes and Digestive and Kidney Diseases; Amgen; U.S. Department of Veterans Affairs","keywords":"Medicine; Diabetic retinopathy; Diabetes mellitus; Meta-analysis; Randomized controlled trial; Retinopathy; Nephropathy; Type 1 diabetes; Internal medicine; Type 2 diabetes; Kidney disease; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01526121,0.002954683,0.01831575,0.002260841,0.0004144218,0.002855351,0.002168308,0.002208083,0.003164417],"category_scores_gemma":[0.02890377,0.001607456,0.03526003,0.003036629,0.0007934686,0.001935637,0.001795652,0.003954645,0.0002547678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806942,"about_ca_system_score_gemma":0.00160817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004003241,"about_ca_topic_score_gemma":0.007243623,"domain_scores_codex":[0.9891872,0.005916927,0.002477231,0.001162377,0.0008688851,0.0003874491],"domain_scores_gemma":[0.9807298,0.01557658,0.002032494,0.0008398459,0.0005672454,0.0002540052],"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":[0.01261986,0.00004441662,0.002467006,0.1092094,0.859417,0.0000722257,0.00007174707,0.0005549069,0.0002332137,0.0001219438,0.0004255036,0.01476274],"study_design_scores_gemma":[0.003434457,0.0003820349,0.003478274,0.005201267,0.9857454,0.00005252441,0.00003931429,0.0001479471,0.0001128278,0.0003146732,0.001066173,0.00002506767],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01324282,0.9845794,0.0009496871,0.0001604118,0.0002621784,0.0001703412,0.0003308859,0.00004002445,0.0002642591],"genre_scores_gemma":[0.3506733,0.6413393,0.004233412,0.001304504,0.0003927079,0.0005166432,0.0009974145,0.00007579999,0.0004669205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01831575,"threshold_uncertainty_score":0.08070993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2610826419163918,"score_gpt":0.4116146667829736,"score_spread":0.1505320248665818,"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."}}