{"id":"W4398223864","doi":"10.1016/j.clnu.2024.05.032","title":"Strength-to-muscle radiodensity: A potential new index for muscle quality","year":2024,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Sarcopenia; Radiodensity; Lumbar; Skeletal muscle; Hazard ratio; Internal medicine; Radiology; Confidence interval","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":[0.0009947697,0.0001391365,0.00044415,0.0001641235,0.000111598,0.00006841314,0.00007222706,0.0002478628,0.0001894291],"category_scores_gemma":[0.0005373553,0.0001384491,0.0003641263,0.0002788241,0.00005770847,0.00009893243,0.00003219774,0.0004318798,0.0001742112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009689655,"about_ca_system_score_gemma":0.000169785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004049321,"about_ca_topic_score_gemma":0.00001908984,"domain_scores_codex":[0.9979294,0.0001056303,0.0008634849,0.0005072746,0.0002680316,0.0003261903],"domain_scores_gemma":[0.9983987,0.0004933518,0.0000613662,0.0002761222,0.0001389975,0.0006314195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001957599,0.002427634,0.001427836,0.003981524,0.00009623425,0.0001093777,0.0001524508,0.000002266446,0.004446073,0.005928104,0.5590876,0.4203833],"study_design_scores_gemma":[0.0116835,0.001246415,0.144236,0.00210026,0.0001886326,0.00003937965,0.0001759108,0.00466173,0.000342122,0.02306549,0.8119115,0.0003491015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582344,0.003139934,0.07012264,0.157389,0.005441788,0.003721526,0.0002012435,0.00102293,0.0007266162],"genre_scores_gemma":[0.9679053,0.0004903368,0.01738861,0.007826413,0.005249425,0.00009205307,0.000187532,0.00003792374,0.0008223745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200342,"threshold_uncertainty_score":0.5645792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149018879753923,"score_gpt":0.4890133672393099,"score_spread":0.3399944874853869,"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."}}