{"id":"W7118091580","doi":"10.1093/geroni/igaf122.023","title":"Assessing Cognitive and Gut Health in North Carolina’s Rural Indigenous Population via Mobile Clinic","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Microbiome; Cognition; Protocol (science); Health care; Population; Metagenomics; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004905512,0.0003297633,0.0001666078,0.00100972,0.002577634,0.0006439872,0.0007258758,0.0003253852,0.003323928],"category_scores_gemma":[0.001245892,0.0001557665,0.0001926918,0.0009778338,0.0003102358,0.0002838799,0.0009403905,0.0004161264,0.0006570043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436508,"about_ca_system_score_gemma":0.002414176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.319259,"about_ca_topic_score_gemma":0.5113863,"domain_scores_codex":[0.999567,0.0001045019,0.00002210869,0.00008896997,0.00008751031,0.0001298742],"domain_scores_gemma":[0.9991971,0.00007351697,0.0001356138,0.00003974553,0.0003384897,0.0002155328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001528719,0.0006824033,0.9586242,0.0001517415,0.00005421869,0.001053136,0.007560609,0.0001198552,0.003810448,0.0001010374,0.005843193,0.02184631],"study_design_scores_gemma":[0.00002168132,0.0002945493,0.9831754,0.00009170329,0.0000295071,0.0003628201,0.01195351,0.0002602842,0.0003020939,0.00006995774,0.003417383,0.0000210956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949791,0.0001348932,0.0002905796,0.0003888095,0.00001258692,0.0002555932,0.00115451,0.00002231224,0.002761708],"genre_scores_gemma":[0.9933206,0.0002486288,0.001579468,0.0006990372,0.00003276623,0.0006588316,0.0008679086,0.000006430222,0.002586378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.319259,"threshold_uncertainty_score":0.6348013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657190484779486,"score_gpt":0.3618323821384084,"score_spread":0.3452604772906135,"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."}}