{"id":"W3165672236","doi":"10.3389/fmed.2021.681232","title":"Prevalence of Sarcopenia and Its Association With Diabetes: A Meta-Analysis of Community-Dwelling Asian Population","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Yeungnam University","keywords":"Sarcopenia; Medicine; Diabetes mellitus; Population; Gerontology; Internal medicine; Environmental health; Endocrinology","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":[0.01344184,0.002329079,0.01191507,0.005147199,0.0007074063,0.002553549,0.001553415,0.001659754,0.001988255],"category_scores_gemma":[0.02345021,0.001350095,0.03694169,0.005834131,0.0005578893,0.001240452,0.001221099,0.001440138,0.0001962354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374541,"about_ca_system_score_gemma":0.002047634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006335357,"about_ca_topic_score_gemma":0.01153805,"domain_scores_codex":[0.9920288,0.003604517,0.002387786,0.0009634516,0.0007240467,0.0002913644],"domain_scores_gemma":[0.985427,0.0094342,0.002861322,0.0007229238,0.001289107,0.0002654129],"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":[0.002512925,0.00004631108,0.03657536,0.1201561,0.8303213,0.0002302033,0.0001043273,0.0004775106,0.0003293433,0.00007169313,0.0003937031,0.008781211],"study_design_scores_gemma":[0.0003717054,0.0002361128,0.02215508,0.01066411,0.9651353,0.0001751747,0.00005522967,0.0002571088,0.0001189382,0.000115942,0.0006928208,0.0000224167],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02250722,0.9758601,0.0004883201,0.0002211916,0.0001398,0.0001175431,0.0004094136,0.00002173154,0.000234847],"genre_scores_gemma":[0.5115988,0.4832578,0.002250866,0.0008247216,0.000331052,0.0005373484,0.0008946549,0.00003077731,0.0002738862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01344184,"threshold_uncertainty_score":0.07108808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0693747407200569,"score_gpt":0.3418232862664812,"score_spread":0.2724485455464243,"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."}}