{"id":"W4396643094","doi":"10.1186/s12877-024-05008-y","title":"Role of muscle ultrasound in frailty assessment in older adults with type 2 diabetes mellitus","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Anthropometry; Rectus femoris muscle; Rectus abdominis muscle; Internal medicine; Physical therapy; Physical medicine and rehabilitation; Surgery; Electromyography; 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":[0.002221639,0.0005410554,0.0005523586,0.001124599,0.0003346351,0.0008235297,0.0003742829,0.0005354436,0.0008681274],"category_scores_gemma":[0.004905099,0.0001483253,0.0004117321,0.0008301214,0.0001791945,0.0004936553,0.0005400618,0.0005606253,0.0001529979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867896,"about_ca_system_score_gemma":0.0003742763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197571,"about_ca_topic_score_gemma":0.006601328,"domain_scores_codex":[0.9993634,0.0003097293,0.00009592449,0.00006529765,0.0001061216,0.00005951567],"domain_scores_gemma":[0.9981065,0.0005293429,0.0006699713,0.00004013174,0.0003944796,0.0002596325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259451,0.00008689029,0.9843389,0.00008007701,0.00007385086,0.00007086815,0.000099541,0.0000786025,0.00012309,0.00001162625,0.0002168423,0.01459373],"study_design_scores_gemma":[0.00002307828,0.000454045,0.9967618,0.0002267551,0.0001376994,0.0002678477,0.0004668846,0.0009593889,0.00009441128,0.00005546655,0.0005411204,0.00001144777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834309,0.01314276,0.0003908677,0.0005474042,0.00009894042,0.00005434367,0.0003260763,0.00001265218,0.001996163],"genre_scores_gemma":[0.9962291,0.002438658,0.0007392899,0.0001127364,0.00007432717,0.00003822089,0.0001686677,0.000001716911,0.0001972313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004197571,"threshold_uncertainty_score":0.01174933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148046627413057,"score_gpt":0.2684899767911173,"score_spread":0.2570095105169867,"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."}}