{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004176061,0.00005006006,0.00007484968,0.00002283547,0.0001423934,0.00002583243,0.0003904535,0.00002723013,0.000004064629],"category_scores_gemma":[0.0001143293,0.00002322026,0.00009457304,0.0002197806,0.0002888724,0.000005336613,0.00008717962,0.0001070092,4.202293e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006108256,"about_ca_system_score_gemma":0.000405949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000500587,"about_ca_topic_score_gemma":0.0002104536,"domain_scores_codex":[0.9993566,0.00008566196,0.0002074217,0.00008555492,0.0001255289,0.0001391777],"domain_scores_gemma":[0.9995509,0.00002382633,0.0001724918,0.0001034711,0.0001094239,0.00003991786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003082535,0.00002490315,0.008263686,0.000003147199,0.00001373698,0.000004594242,0.00004564324,0.0000336491,0.9878461,0.0001323347,0.00116345,0.0024379],"study_design_scores_gemma":[0.0006092782,0.0001869781,0.3603108,0.0001343947,0.00004563012,0.0002407353,0.0007417348,0.00003776429,0.5806592,0.0005784495,0.05629792,0.000157112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482611,0.04669711,0.000001618489,0.004546371,0.0003885175,0.00003208271,0.000003522354,3.434372e-7,0.00006928089],"genre_scores_gemma":[0.9986109,0.0008230273,0.0001229138,0.0002761575,0.00007397938,1.82615e-7,7.039201e-7,0.000001705478,0.00009047022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4071869,"threshold_uncertainty_score":0.109519,"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."}}