{"id":"W4409593954","doi":"10.7554/elife.102166.3","title":"Social and environmental predictors of gut microbiome age in wild baboons","year":2025,"lang":"en","type":"article","venue":"eLife","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"National Institutes of Health; University of Notre Dame; Duke University","keywords":"Biology; Microbiome; Host (biology); Baboon; Population; Immunosenescence; Ecology; Gut microbiome; Zoology; Demography; Immunology; Genetics; Immune system","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":[0.0006693447,0.0002350982,0.0002440389,0.0004457592,0.0004229058,0.0004706947,0.0001102787,0.0002595714,0.001871455],"category_scores_gemma":[0.001470174,0.0001737821,0.0002004713,0.0003847393,0.0002833058,0.0003106875,0.000641635,0.0003610699,0.0002699897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512981,"about_ca_system_score_gemma":0.0001395553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005459878,"about_ca_topic_score_gemma":0.01210158,"domain_scores_codex":[0.9997278,0.0001091655,0.00001404969,0.0000676158,0.00002069624,0.00006059654],"domain_scores_gemma":[0.9993103,0.0001377764,0.0002629379,0.00006010984,0.00009051265,0.0001383515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317306,0.00001953942,0.9922457,0.00001180862,0.00007329685,0.00006135814,0.0003306504,0.0001543812,0.002411211,0.00006282872,0.0001294117,0.0043681],"study_design_scores_gemma":[0.000001725753,0.00005392319,0.9982399,0.000007637563,0.00002016295,0.00007153596,0.0005279179,0.0005008856,0.0001663754,0.00008400436,0.0003220916,0.000003882855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991223,0.0001751503,0.0002627859,0.00002804087,0.000004538186,0.000001152648,0.0002070869,0.000002923007,0.0001960828],"genre_scores_gemma":[0.9988225,0.0001131938,0.0004658266,0.00002865464,0.000007541573,0.000006659326,0.0002895645,0.000005596677,0.000260553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005459878,"threshold_uncertainty_score":0.01085621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005569161255277149,"score_gpt":0.2501828871889774,"score_spread":0.2446137259337003,"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."}}