{"id":"W4391753824","doi":"10.1007/s40520-023-02654-x","title":"Dysregulation of acyl carnitines, pentose phosphate pathway and arginine and ornithine metabolism are associated with decline in intrinsic capacity in Chinese older adults","year":2024,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Natural Science Foundation of Beijing Municipality; Capital Medical University","keywords":"Ornithine; Metabolite; Metabolomics; Pentose phosphate pathway; Cognitive decline; Arginine; Chemistry; Internal medicine; Metabolism; Medicine; Psychology; Biochemistry; Biology; Disease; Bioinformatics; Glycolysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253616,0.0001410198,0.0002874605,0.000119369,0.0000416257,0.00004043287,0.00007239765,0.0001141855,0.00001299894],"category_scores_gemma":[0.0004014463,0.000104975,0.00002667585,0.0002771154,0.0003845874,0.00001412421,0.000240745,0.0002528173,4.877466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003655206,"about_ca_system_score_gemma":0.00004206635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004073048,"about_ca_topic_score_gemma":0.0007687121,"domain_scores_codex":[0.998491,0.0002297787,0.000363823,0.0004514448,0.0002227843,0.0002411404],"domain_scores_gemma":[0.9994943,0.0001455199,0.00004946447,0.0001322128,0.00007051765,0.0001080306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009358905,0.0005594454,0.9355534,0.0001676033,0.00008050041,0.00003663004,0.001783093,0.000008691269,0.02688641,0.00009496338,0.00004525139,0.03384807],"study_design_scores_gemma":[0.003614585,0.0002235219,0.9740589,0.0003199374,0.0000078571,0.000005513432,0.0007808999,0.0004810741,0.01979288,0.0001351681,0.0004257231,0.0001538889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689079,0.03044418,0.000003458626,0.000251806,0.00005575575,0.0002451903,0.00001791373,0.000005662186,0.00006814197],"genre_scores_gemma":[0.9976225,0.001968802,0.00007383357,0.0000624145,0.00006444842,0.00002438955,0.00005987581,0.00001538741,0.000108357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03850549,"threshold_uncertainty_score":0.4280758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630989508366012,"score_gpt":0.3637134696554871,"score_spread":0.327403574571827,"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."}}