{"id":"W4311291922","doi":"10.1097/md.0000000000031261","title":"The links between adipose tissue DNA methylation, obesity, and insulin resistance: A protocol for systematic review","year":2022,"lang":"en","type":"article","venue":"Medicine","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; DNA methylation; Insulin resistance; Cochrane Library; Adipose tissue; Bioinformatics; Systematic review; Epigenetics; Clinical trial; Obesity; MEDLINE; Internal medicine; Meta-analysis; Genetics; Biology; Gene; Gene expression","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":[0.05453362,0.005145725,0.01821647,0.01760825,0.003858213,0.006345055,0.004900067,0.006801238,0.05262594],"category_scores_gemma":[0.09863862,0.003960975,0.01545686,0.01752168,0.004886029,0.008286942,0.004598932,0.005227044,0.004679501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286439,"about_ca_system_score_gemma":0.05668028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00538738,"about_ca_topic_score_gemma":0.01215195,"domain_scores_codex":[0.9621123,0.01445305,0.0147573,0.002992883,0.004350618,0.001333806],"domain_scores_gemma":[0.9394909,0.02901797,0.01327286,0.004153833,0.01229111,0.001773318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001130967,0.00007392718,0.0003864576,0.9684259,0.002260924,0.0002060406,0.0006475953,0.0003971173,0.0005522917,0.001630075,0.01061569,0.013673],"study_design_scores_gemma":[0.01187663,0.0008704669,0.004420165,0.8336827,0.02238317,0.0004792936,0.001341159,0.001097344,0.001251974,0.006948845,0.1152965,0.000351839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008171691,0.01187944,0.002854339,0.0009335661,0.0005100361,0.9727892,0.008921763,0.0002011869,0.001093384],"genre_scores_gemma":[0.001107882,0.004244663,0.005281239,0.0003899048,0.00004066142,0.9875193,0.0008911249,0.00001916563,0.0005060929],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05453362,"threshold_uncertainty_score":0.2884048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129078093802148,"score_gpt":0.3359160962265423,"score_spread":0.3146253152885209,"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."}}