{"id":"W4213212237","doi":"10.1002/jcsm.12957","title":"Altered features of body composition in older adults with type 2 diabetes and prediabetes compared with matched controls","year":2022,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canada Foundation for Innovation","keywords":"Prediabetes; Medicine; Type 2 diabetes; Insulin resistance; Thigh; Internal medicine; Adipose tissue; Ultrasound; Overweight; Anterior compartment of thigh; Diabetes mellitus; Endocrinology; Obesity; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002725236,0.0001000179,0.0004773813,0.0001657896,0.00007276857,0.00001579695,0.00004642276,0.0000269498,0.00005287003],"category_scores_gemma":[0.000009934921,0.00007187275,0.00002381581,0.0001509027,0.00006958676,0.00009672662,0.00002541017,0.000295852,1.157681e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003673594,"about_ca_system_score_gemma":0.00008323001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000140118,"about_ca_topic_score_gemma":0.00001033853,"domain_scores_codex":[0.9990578,0.00008379036,0.0003267234,0.0001115383,0.0002606791,0.0001594265],"domain_scores_gemma":[0.9992839,0.00007933454,0.0002721715,0.00007655589,0.0001584731,0.0001295578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02106748,0.001557329,0.75856,0.00229019,0.0003386476,0.0001778152,0.008087724,0.0000723866,0.1974494,0.00009281752,0.002415712,0.007890452],"study_design_scores_gemma":[0.01714678,0.002568005,0.9730001,0.001194883,0.0001248002,0.0002068715,0.001708869,0.0002205054,0.003273757,0.00004104502,0.000412866,0.0001015015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947389,0.003326783,0.000004903244,0.001360052,0.00005206043,0.0003808042,0.00001035698,0.000006031949,0.0001201251],"genre_scores_gemma":[0.9981773,0.0001230956,0.001081532,0.000504128,0.00005675483,0.00001074232,0.00001366192,0.0000131993,0.00001955774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2144401,"threshold_uncertainty_score":0.2930886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009788677438448468,"score_gpt":0.2599959183699936,"score_spread":0.2502072409315451,"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."}}