{"id":"W3141908510","doi":"10.33137/jns.v2i1.35867","title":"The Roles of the Microbiome in Alzheimer’s Disease","year":2021,"lang":"en","type":"article","venue":"UTSC s Journal of Natural Sciences","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Neuroinflammation; Blood–brain barrier; Dysbiosis; Neuroscience; Microglia; Disease; Gut flora; Microbiome; Context (archaeology); Gut–brain axis; Central nervous system; Medicine; Immunology; Biology; Inflammation; Bioinformatics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004060573,0.0002522733,0.0004230643,0.0006183836,0.0003319413,0.000884828,0.0001263385,0.0005971287,0.001309576],"category_scores_gemma":[0.0005923435,0.00008834276,0.0002307136,0.0004823948,0.0003839162,0.0005236574,0.0005827225,0.0006669089,0.0002221275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032016,"about_ca_system_score_gemma":0.0006929249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593135,"about_ca_topic_score_gemma":0.001954924,"domain_scores_codex":[0.9998353,0.00006140491,0.00001572846,0.00002544793,0.00003309262,0.00002898135],"domain_scores_gemma":[0.999832,0.00005067114,0.00004116687,0.000004618086,0.00003877089,0.00003281036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006625877,0.0001607506,0.02155957,0.007140745,0.0004248459,0.001738046,0.001355252,0.0006418481,0.01899165,0.02178148,0.02801443,0.8975288],"study_design_scores_gemma":[0.00005914704,0.000626563,0.1834603,0.009072288,0.0005389198,0.00724285,0.002322861,0.001088363,0.004570468,0.04356657,0.7473338,0.0001178937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01507558,0.9754224,0.0004710174,0.005393087,0.0008070401,0.000006317749,0.00006270649,0.00001143251,0.002750421],"genre_scores_gemma":[0.09320246,0.9021395,0.0008579093,0.0009983872,0.0009003709,0.00001322082,0.00005514041,0.000003386423,0.001829655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001593135,"threshold_uncertainty_score":0.004380941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299378137018436,"score_gpt":0.2909060725473629,"score_spread":0.2779122911771786,"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."}}