{"id":"W4324139786","doi":"10.1161/circ.147.suppl_1.p505","title":"Abstract P505: Midlife Cognitive Function is Associated With Gut Microbial Species and Metabolic Pathways: Coronary Artery Risk Development in Young Adults (CARDIA) Study","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Population; Psychiatry; Environmental health","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":[0.0005646787,0.0003471247,0.0003580939,0.0004374595,0.0005623131,0.0005441352,0.0003490685,0.0005617461,0.003182183],"category_scores_gemma":[0.0009061805,0.0002729753,0.0008134918,0.0006197362,0.0001390825,0.0002880676,0.0004898994,0.0006311267,0.0005539419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694581,"about_ca_system_score_gemma":0.0002714635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120298,"about_ca_topic_score_gemma":0.009057887,"domain_scores_codex":[0.9997718,0.00006467568,0.00002274829,0.00006798073,0.0000308425,0.00004196736],"domain_scores_gemma":[0.9995946,0.00004603537,0.0001030881,0.00006453325,0.00006279653,0.0001289402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006120414,0.00008000591,0.9955389,0.00003064795,0.000232194,0.0001145443,0.00007887001,0.00002279092,0.0007567832,0.00002362964,0.0008742517,0.001635293],"study_design_scores_gemma":[0.00002264945,0.0001310984,0.9991519,0.000008486668,0.00008715454,0.0001069848,0.00005301831,0.00005989393,0.00006012772,0.00001666101,0.0003000345,0.000001969881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931115,0.0004191839,0.0002637605,0.0001558223,0.00003345531,0.00005100708,0.004693086,0.0000156339,0.001256515],"genre_scores_gemma":[0.9953112,0.0001505094,0.0003801401,0.0000948306,0.00004828622,0.00009509613,0.002712677,0.000006025791,0.001201249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008120298,"threshold_uncertainty_score":0.01614606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965243434915962,"score_gpt":0.2307346469816172,"score_spread":0.2110822126324575,"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."}}