{"id":"W4403828771","doi":"10.7554/elife.102166","title":"Social and environmental predictors of gut microbiome age in wild baboons","year":2024,"lang":"en","type":"article","venue":"eLife","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of General Medical Sciences; Duke University; University of Notre Dame; National Institute on Aging; National Institutes of Health","keywords":"Microbiome; Gut microbiome; Gut flora; Biology; Ecology; Bioinformatics; Immunology","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":[0.0006141742,0.0002158671,0.0002275318,0.0004306954,0.0003901833,0.0004384983,0.0001013416,0.0002422271,0.001735976],"category_scores_gemma":[0.001400204,0.0001584139,0.0001848147,0.0003743894,0.0002627609,0.0002832842,0.0005909035,0.000328206,0.0002526712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475709,"about_ca_system_score_gemma":0.0001364435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005603026,"about_ca_topic_score_gemma":0.01218882,"domain_scores_codex":[0.999752,0.0001005374,0.00001279111,0.00006092262,0.00001912928,0.00005464954],"domain_scores_gemma":[0.9993842,0.0001221399,0.0002396421,0.00005257982,0.00008054044,0.0001209134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179921,0.00001654948,0.9925346,0.0000105794,0.00006500354,0.00005477131,0.000285534,0.000150776,0.002286053,0.0000546027,0.0001149598,0.004308509],"study_design_scores_gemma":[0.000001518648,0.00004872874,0.9983922,0.000006674523,0.00001790482,0.00006392859,0.0004726836,0.0004700939,0.0001581094,0.00007642966,0.0002883196,0.000003345436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991482,0.0001700652,0.0002585081,0.00002674903,0.000003993038,0.000001111788,0.0002031999,0.000002914323,0.0001851775],"genre_scores_gemma":[0.9988708,0.0001113088,0.0004502789,0.00002717539,0.000006806286,0.00000639783,0.0002770204,0.000005063031,0.0002451935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005603026,"threshold_uncertainty_score":0.01114082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007522366306722401,"score_gpt":0.2518824942111402,"score_spread":0.2443601279044178,"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."}}