{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007759702,0.001641495,0.002068543,0.001838728,0.0003816399,0.001767556,0.001301154,0.001782991,0.006241061],"category_scores_gemma":[0.0009252848,0.0003196906,0.0003863051,0.003278849,0.0007807714,0.00164392,0.001142629,0.003082762,0.004703673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033563,"about_ca_system_score_gemma":0.001760689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725913,"about_ca_topic_score_gemma":0.003888174,"domain_scores_codex":[0.999786,0.00003347285,0.00002265565,0.00003392034,0.0001025001,0.00002148413],"domain_scores_gemma":[0.9996927,0.0001057113,0.00003799242,0.00001163935,0.00009096377,0.00006105731],"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":[0.0001208147,0.00007026853,0.0001525024,0.008203605,0.00008518473,0.0001344976,0.00003626799,0.000301869,0.001164117,0.004953672,0.1247965,0.8599807],"study_design_scores_gemma":[0.00002154868,0.00004020022,0.000580338,0.001756087,0.00006544639,0.0003441966,0.00003642981,0.00005846297,0.0001239563,0.00263831,0.9943219,0.00001306435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002510991,0.9981639,0.00008184621,0.000398894,0.0005751446,0.0000023843,0.00001472884,0.000008858598,0.0007290975],"genre_scores_gemma":[0.0002106899,0.9980935,0.0001114799,0.0002372768,0.0005368151,0.000004988282,0.00002359933,0.000001109485,0.0007804055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006241061,"threshold_uncertainty_score":0.02087837,"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."}}