{"id":"W4317512761","doi":"10.1016/j.tem.2023.01.003","title":"Metabolism, homeostasis, and aging","year":2023,"lang":"en","type":"review","venue":"Trends in Endocrinology and Metabolism","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University; National Institute on Aging; Brigham and Women's Hospital","keywords":"Homeostasis; Metabolism; Medicine; Biology; Physiology; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002688049,0.0006654789,0.001736818,0.0007712432,0.0001256202,0.00004736344,0.0003551644,0.0005723848,0.00002700699],"category_scores_gemma":[0.00006923244,0.0006088884,0.0002507113,0.0003629541,0.0003498764,0.000007429233,0.0006069202,0.0005664455,0.00002151607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000102593,"about_ca_system_score_gemma":0.0000765208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007558905,"about_ca_topic_score_gemma":0.0001727752,"domain_scores_codex":[0.9970645,0.0003103456,0.0006321387,0.001051096,0.000132749,0.0008091743],"domain_scores_gemma":[0.9989185,0.00005069676,0.0002257605,0.000610596,0.000033035,0.000161443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005943559,0.00003281019,0.00002208037,0.0009483938,0.0002868862,0.00004456114,0.0001645143,0.0000015265,0.00004311989,0.001240786,0.0004358549,0.9967735],"study_design_scores_gemma":[0.0006058366,0.00002885851,0.0009120755,0.000247841,0.0008122161,0.000269212,0.00004218595,0.000001818425,0.0001044151,0.000228786,0.9961661,0.0005807273],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001710531,0.9966607,0.00003594311,0.00008931947,0.000790178,0.0002207544,0.000106201,0.00005520126,0.0003311579],"genre_scores_gemma":[0.0008720027,0.9953715,0.0004364641,0.0001244073,0.0005791861,0.0001025671,0.0003527091,0.0001173917,0.002043825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961928,"threshold_uncertainty_score":0.9996362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372265812165538,"score_gpt":0.3315584060416695,"score_spread":0.2878357479200141,"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."}}