{"id":"W4390065802","doi":"10.1093/geroni/igad104.0228","title":"EDUCATION AS A RISK FACTOR OF MILD COGNITIVE IMPAIRMENT—THE ROLE OF THE GUT MICROBIOME","year":2023,"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":"Microbiome; Mediation; Dementia; Biology; Gerontology; Psychology; Medicine; Bioinformatics; Internal medicine; 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":[0.000637156,0.0003105371,0.0003690534,0.0005988682,0.0004076883,0.001093748,0.0002855163,0.0005137694,0.005011649],"category_scores_gemma":[0.002881644,0.0001425263,0.0006816445,0.0006860165,0.0003252147,0.0005055224,0.0008177462,0.000632563,0.0002779197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165229,"about_ca_system_score_gemma":0.0007627248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008379051,"about_ca_topic_score_gemma":0.006055489,"domain_scores_codex":[0.999494,0.0002168512,0.000025176,0.0001021624,0.00005214852,0.0001097419],"domain_scores_gemma":[0.9989644,0.0003708227,0.0003076642,0.00007754948,0.00008948358,0.0001900449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007630287,0.0001649872,0.9797484,0.0001828887,0.0004720068,0.0002471942,0.0003567093,0.0001285951,0.001162566,0.0003353074,0.000644859,0.01579352],"study_design_scores_gemma":[0.00001166816,0.0001682163,0.9973543,0.00008366379,0.0001760748,0.000155408,0.0003741357,0.0002903655,0.0002141768,0.0004795931,0.0006853358,0.000007126174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923604,0.003400902,0.0005385979,0.001125359,0.00005424581,0.00001430312,0.001052465,0.00001594938,0.001437725],"genre_scores_gemma":[0.9986861,0.0004116624,0.0002424749,0.0000976933,0.00003216211,0.000009270977,0.0001780714,0.00000235868,0.0003402545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008379051,"threshold_uncertainty_score":0.01676565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018995216988793,"score_gpt":0.2984368934829448,"score_spread":0.2882469413130568,"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."}}