{"id":"W4315434497","doi":"10.1007/978-981-16-1914-4_176-1","title":"Gut Microbes: Gateway to Reshaping Biological Aging","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Microbiome; Host (biology); Healthy aging; Gut flora; Biology; Gateway (web page); Gut microbiome; Psychological intervention; Intervention (counseling); Gerontology; Medicine; Ecology; Immunology; Bioinformatics","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":[0.000328283,0.0006277343,0.0005306127,0.0008542915,0.0005914118,0.002640996,0.0005736838,0.001502695,0.0207103],"category_scores_gemma":[0.0004159945,0.0001946941,0.0002328788,0.0007434258,0.001121529,0.002617035,0.001228353,0.002185558,0.01069304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299747,"about_ca_system_score_gemma":0.000683251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636887,"about_ca_topic_score_gemma":0.002002985,"domain_scores_codex":[0.99989,0.00002189636,0.000003846096,0.00001855629,0.00005321441,0.00001263872],"domain_scores_gemma":[0.9999138,0.00003698693,0.000005377075,0.000007367225,0.00001924815,0.00001723345],"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":[0.00004451177,0.00004420831,0.0001034785,0.0005125546,0.000009074284,0.0001694982,0.0003800531,0.0001780624,0.00568771,0.3178895,0.2955069,0.3794745],"study_design_scores_gemma":[0.000002504983,0.00001062446,0.00009080707,0.0001619268,0.000002967337,0.0001869159,0.00008564151,0.00005812439,0.0003939148,0.03651828,0.9624841,0.00000433491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001284042,0.5504105,0.01200791,0.01572433,0.01306303,0.00003868254,0.0001921827,0.0002938744,0.4069854],"genre_scores_gemma":[0.01167046,0.2349769,0.01351992,0.008708018,0.005769909,0.00008815715,0.0001505809,0.0001823844,0.7249336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0207103,"threshold_uncertainty_score":0.06928295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092350405186589,"score_gpt":0.2900027967664971,"score_spread":0.2390792927146312,"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."}}