{"id":"W4308012199","doi":"10.2337/dc22-0642","title":"Long-term Effect of Lifestyle Interventions on the Cardiovascular and All-Cause Mortality of Subjects With Prediabetes and Type 2 Diabetes: A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Fundação Instituto de Pesquisas Econômicas; Novo Nordisk; Hospital de Clínicas de Porto Alegre; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Ciência, Tecnologia e Inovação; Queen's University; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Daiichi Sankyo Europe; Eli Lilly and Company; University of Washington; AstraZeneca","keywords":"Medicine; Prediabetes; Meta-analysis; Psychological intervention; Relative risk; Study heterogeneity; Population; Type 2 diabetes; Randomized controlled trial; MEDLINE; Glycemic; Publication bias; Internal medicine; Diabetes mellitus; Gerontology; Confidence interval; Environmental health","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":[0.01847876,0.002807716,0.02340771,0.006673946,0.000629421,0.003636377,0.002299351,0.002494251,0.002809798],"category_scores_gemma":[0.0363138,0.001647614,0.0387175,0.007012772,0.0007283565,0.001846388,0.001480163,0.002097817,0.0002671319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283362,"about_ca_system_score_gemma":0.004182389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005713501,"about_ca_topic_score_gemma":0.01265633,"domain_scores_codex":[0.9890288,0.005044857,0.003202542,0.0009967119,0.001428141,0.0002989201],"domain_scores_gemma":[0.9800324,0.01444644,0.003264032,0.0006152049,0.001416052,0.0002257717],"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":[0.001827607,0.00003200626,0.001941415,0.4238192,0.5610443,0.00008796271,0.00007992028,0.0004700012,0.0001670217,0.000108911,0.000487894,0.009933854],"study_design_scores_gemma":[0.0005476651,0.000207871,0.002399256,0.03763565,0.9575542,0.00007247821,0.00003508496,0.0001774686,0.0001168383,0.0001378165,0.001095475,0.00002012678],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004023152,0.9943553,0.0004375928,0.0001549229,0.0001536731,0.000350539,0.0003213214,0.00002475372,0.0001787477],"genre_scores_gemma":[0.1343843,0.858385,0.002815706,0.0008497613,0.0003184129,0.002044619,0.00078806,0.00003129977,0.0003828986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02340771,"threshold_uncertainty_score":0.09772623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07257903423369388,"score_gpt":0.3276073114210522,"score_spread":0.2550282771873583,"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."}}