{"id":"W4415918197","doi":"10.1186/s13098-025-01998-w","title":"Sarcopenia as a predictor of negative health outcomes in patients with type 2 diabetes mellitus: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Diabetology & Metabolic Syndrome","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Hainan Province","keywords":"Sarcopenia; Type 2 diabetes; Diabetes mellitus; MEDLINE; Type 2 Diabetes Mellitus; Risk assessment","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":[0.01188933,0.002537109,0.01866487,0.00742087,0.0006821842,0.003127578,0.002137037,0.002215496,0.002865255],"category_scores_gemma":[0.02421429,0.001485299,0.03940623,0.008057782,0.0006355249,0.001476136,0.001472925,0.001684761,0.000199357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317807,"about_ca_system_score_gemma":0.003821649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006622071,"about_ca_topic_score_gemma":0.01422319,"domain_scores_codex":[0.9928738,0.003275955,0.002089122,0.0007111838,0.0008097167,0.0002402006],"domain_scores_gemma":[0.9845072,0.01107441,0.002696117,0.0004243513,0.001068346,0.000229503],"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":[0.001361224,0.00003431314,0.005788242,0.4015703,0.5795866,0.0001432828,0.00007764508,0.000557629,0.0001490395,0.0000915346,0.0004194402,0.01022074],"study_design_scores_gemma":[0.0002873563,0.0001493251,0.00410367,0.02417873,0.9698958,0.00009350551,0.00003655908,0.0002113075,0.00006545397,0.000101152,0.0008569051,0.00002031711],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00472604,0.9939114,0.0003941679,0.0001327433,0.0001025308,0.0002264852,0.0003376756,0.00001881566,0.0001500977],"genre_scores_gemma":[0.1442178,0.8508508,0.002094764,0.0005394698,0.0002444378,0.001072799,0.0007146663,0.00002028277,0.0002449951],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01866487,"threshold_uncertainty_score":0.0628776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137570017897944,"score_gpt":0.3677257665113887,"score_spread":0.3263500663324093,"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."}}