{"id":"W4408301007","doi":"10.1111/acel.70002","title":"Serum Proteomic and Metabolomic Signatures of High Versus Low Physical Function in Octogenarians","year":2025,"lang":"en","type":"article","venue":"Aging Cell","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Metabolomics; Biomarker; Biology; Proteomics; Oxidative stress; Neurodegeneration; Bioinformatics; Internal medicine; Physiology; Endocrinology; Medicine; Genetics; Disease; Gene","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":[0.0001206677,0.00008512001,0.000232411,0.0001510288,0.00003313783,0.000005644366,0.0000428885,0.00004062981,0.00000692911],"category_scores_gemma":[0.00007769642,0.00006850577,0.00003414138,0.0002106204,0.00008306818,0.00003354178,0.00007727884,0.0002142907,0.000003611493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003839322,"about_ca_system_score_gemma":0.00005657205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294872,"about_ca_topic_score_gemma":0.00001865962,"domain_scores_codex":[0.9993812,0.00003971182,0.0001030257,0.0001804804,0.000126768,0.0001688104],"domain_scores_gemma":[0.9996669,0.0001045906,0.00002658384,0.0001355963,0.00003829651,0.00002798392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001550755,0.0006534102,0.05629458,0.002000624,0.0004149079,0.00005800576,0.001595512,0.0002140124,0.92557,0.0008003043,0.002614239,0.008233616],"study_design_scores_gemma":[0.006213838,0.0003706704,0.69339,0.0002573723,0.000185554,7.542876e-7,0.0004557939,0.000799473,0.2974622,0.000503586,0.0002527566,0.0001080739],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965927,0.0008823153,0.00003730788,0.0009189747,0.0001525309,0.0003387325,0.00000347431,0.00002040728,0.001053585],"genre_scores_gemma":[0.9986922,0.00006934365,0.0001254056,0.00005598,0.00005306959,0.00001906942,0.00000325495,0.00000722507,0.0009744355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6370954,"threshold_uncertainty_score":0.2793584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009034092860718837,"score_gpt":0.2782737159601548,"score_spread":0.2692396230994359,"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."}}