{"id":"W4366549941","doi":"10.18632/aging.204668","title":"How can we modulate aging through nutrition and physical exercise? An epigenetic approach","year":2023,"lang":"en","type":"review","venue":"Aging","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"","keywords":"Epigenetics; Histone; Chromatin; Biology; DNA methylation; Heterochromatin; Genetics; Gene; Gene expression","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007517629,0.0006349985,0.0009776745,0.0005548439,0.0003334784,0.001169962,0.0006393413,0.001598649,0.002790972],"category_scores_gemma":[0.0007923326,0.0001527219,0.000569219,0.0002898816,0.0008126418,0.001619124,0.0008186279,0.002271743,0.001062342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889927,"about_ca_system_score_gemma":0.0009362726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009166608,"about_ca_topic_score_gemma":0.001498658,"domain_scores_codex":[0.9998174,0.00005840955,0.0000158555,0.00004426147,0.00003755799,0.00002652898],"domain_scores_gemma":[0.9998178,0.00006245473,0.00002008967,0.00001098969,0.00005500599,0.00003356359],"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":[0.0004196405,0.0003202975,0.001743445,0.01196505,0.0004852413,0.0004722543,0.0005366501,0.0006774205,0.02163379,0.03955691,0.0365168,0.8856726],"study_design_scores_gemma":[0.00008109724,0.0007868948,0.006695316,0.005161096,0.0005624198,0.0009722252,0.0005934217,0.0006605781,0.006180353,0.04973002,0.9284944,0.00008222081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003099666,0.9528143,0.005369331,0.02935583,0.00351786,0.00004252228,0.0001232871,0.00009047893,0.005586744],"genre_scores_gemma":[0.02523189,0.9525616,0.005473284,0.008469769,0.002488615,0.0001081052,0.0001272724,0.00001894271,0.005520437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002790972,"threshold_uncertainty_score":0.00933671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06209967994781219,"score_gpt":0.3338328102961413,"score_spread":0.2717331303483291,"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."}}