{"id":"W4403022826","doi":"10.1371/journal.pgph.0003553","title":"Prevalence and factors associated with sarcopenia among urban and rural Indian adults in middle age: A cross-sectional study from Western India","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Children’s Health Research Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Sarcopenia; Medicine; Anthropometry; Grip strength; Cross-sectional study; Gerontology; Demography; Rural area; Malnutrition; Population; Environmental health; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006196906,0.000209517,0.0004009142,0.0001973805,0.0001772534,0.0003511856,0.00008365973,0.0001293597,0.00004955132],"category_scores_gemma":[0.0001943815,0.0001743271,0.00002307286,0.0005593458,0.000149145,0.0003947182,0.0000649089,0.0005007462,0.000005305461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007836014,"about_ca_system_score_gemma":0.0006576595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004129678,"about_ca_topic_score_gemma":0.006253039,"domain_scores_codex":[0.9976954,0.0002170549,0.0005072905,0.0004969175,0.0005108301,0.0005724659],"domain_scores_gemma":[0.9987571,0.0001336429,0.0001143233,0.0001536331,0.00008137523,0.0007599611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000080111,0.0005532769,0.9921602,0.0008294443,0.00007108475,0.000113928,0.005841056,8.042596e-8,8.060488e-7,0.00002036119,0.00008074875,0.0002489217],"study_design_scores_gemma":[0.002662931,0.0007021453,0.9932842,0.001731175,0.00001419961,0.00001204641,0.001227972,0.0001129904,5.324115e-7,0.00004341553,0.00006515265,0.0001432838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948848,0.001346271,0.000001093789,0.00155847,0.0001358298,0.001361571,0.000450336,0.0001611448,0.0001004592],"genre_scores_gemma":[0.998563,0.00006971381,0.00002661089,0.0008940321,0.0001034197,0.00005065487,0.0002124641,0.00002076548,0.00005932066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004613084,"threshold_uncertainty_score":0.7108851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07385631825358704,"score_gpt":0.3421718757880146,"score_spread":0.2683155575344275,"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."}}