{"id":"W7133003218","doi":"","title":"The Relationship Between Biomarkers of Gut Barrier Integrity and Cognition in Cognitively Vulnerable Adults","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Cognition; Biomarker; Gut flora; Barrier function; Disease; Coronary artery disease; Risk factor","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005478494,0.0004278924,0.0003585052,0.0006828571,0.000362578,0.000703448,0.0002516031,0.0005967034,0.001436702],"category_scores_gemma":[0.001592204,0.0001853272,0.0003158922,0.0006240809,0.0001967615,0.0003329107,0.0004265261,0.0006331176,0.0001972514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472258,"about_ca_system_score_gemma":0.0001955751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236479,"about_ca_topic_score_gemma":0.004445992,"domain_scores_codex":[0.9998289,0.00003735296,0.00002299766,0.00004256487,0.00003477696,0.00003331566],"domain_scores_gemma":[0.9991723,0.0001138744,0.0004420152,0.00003981595,0.00009438011,0.0001376298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004032938,0.0001211459,0.9966611,0.00002504297,0.0001523986,0.00005763512,0.00007532343,0.00003658431,0.0002724489,0.0000157031,0.00008257929,0.002096804],"study_design_scores_gemma":[0.000006136584,0.0001247803,0.9995779,0.000004643158,0.00002624407,0.00007188142,0.00003366698,0.00004282974,0.00003108003,0.00002546135,0.00005363704,0.000001660936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983872,0.0007441069,0.0000411806,0.00006162463,0.000005587125,0.000009392229,0.0002969607,0.000003169797,0.0004507894],"genre_scores_gemma":[0.9993635,0.0001542824,0.00007764826,0.00003474006,0.000008678938,0.000008697839,0.0002086084,5.335597e-7,0.0001433228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003236479,"threshold_uncertainty_score":0.006435275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883498932125347,"score_gpt":0.3564277151838353,"score_spread":0.3275927258625818,"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."}}