{"id":"W3019013779","doi":"10.1097/md.0000000000020530","title":"Blood DNA methylation and type 2 diabetes mellitus","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sichuan Province Science and Technology Support Program","keywords":"Medicine; DNA methylation; MEDLINE; Meta-analysis; Systematic review; Publication bias; Randomized controlled trial; Type 2 diabetes; Bioinformatics; Epigenetics; Methylation; Internal medicine; Diabetes mellitus; Genetics; Gene; Endocrinology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.007783319,0.0007162976,0.003048029,0.002660504,0.0003665978,0.001731856,0.0008676804,0.001667262,0.004575375],"category_scores_gemma":[0.02900216,0.000440505,0.003411793,0.005061014,0.0005881503,0.001053263,0.0007434304,0.001355502,0.0002616133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280726,"about_ca_system_score_gemma":0.002534616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004531608,"about_ca_topic_score_gemma":0.004214705,"domain_scores_codex":[0.9918492,0.004542153,0.001620164,0.0008277406,0.0009873821,0.0001733516],"domain_scores_gemma":[0.982031,0.01305103,0.003495325,0.0002893178,0.0009525238,0.0001807979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.005176793,0.0001406731,0.05791007,0.5531039,0.05363469,0.0003023458,0.0008011725,0.000926286,0.0006310444,0.00311741,0.01585632,0.3083994],"study_design_scores_gemma":[0.003299054,0.001748172,0.2024714,0.4323472,0.2150307,0.00217654,0.0008609811,0.001862819,0.001789579,0.01421528,0.1239261,0.0002719801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004481094,0.9911606,0.0004702003,0.001504079,0.0003438308,0.0001076962,0.001016543,0.0000114162,0.0009046743],"genre_scores_gemma":[0.128929,0.8624182,0.002802429,0.002217779,0.001030958,0.0008320654,0.001183692,0.00001315346,0.0005726935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007783319,"threshold_uncertainty_score":0.04116267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160054272449474,"score_gpt":0.2534080638354297,"score_spread":0.2374026365904823,"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."}}