{"id":"W3120104891","doi":"10.3390/nu13010228","title":"Altered Gut Microbial Metabolites in Amnestic Mild Cognitive Impairment and Alzheimer’s Disease: Signals in Host–Microbe Interplay","year":2021,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Disease; Host (biology); Cognitive impairment; Alzheimer's disease; Biology; Cognition; Neuroscience; Medicine; Internal medicine; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002878033,0.0004486668,0.0004076815,0.00101624,0.0003167822,0.000556941,0.0001207907,0.0003050268,0.0007832604],"category_scores_gemma":[0.0005943887,0.0001330565,0.0001928377,0.0006121423,0.000237852,0.0002485676,0.0004483085,0.0002726798,0.0001209567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485802,"about_ca_system_score_gemma":0.0002301461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010737,"about_ca_topic_score_gemma":0.004252985,"domain_scores_codex":[0.9998776,0.00002938544,0.00001400238,0.0000319311,0.00002284166,0.00002431415],"domain_scores_gemma":[0.9998044,0.00002787159,0.00008569764,0.0000147753,0.00003303838,0.00003426192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002348303,0.0001844036,0.9019046,0.0001601335,0.0003262977,0.0008828858,0.0003814983,0.0001236287,0.06111462,0.000119141,0.0002270715,0.03222745],"study_design_scores_gemma":[0.000008143705,0.0001609531,0.9954721,0.00001585724,0.00007547907,0.0006033853,0.0001813198,0.0001945566,0.002782057,0.0001753885,0.0003250436,0.000005871573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968718,0.002186682,0.0002922969,0.00006340902,0.000008490273,0.00000655009,0.0002301847,0.000009113982,0.0003315033],"genre_scores_gemma":[0.9986462,0.0005450782,0.0003942684,0.00004605885,0.000009719553,0.000005740823,0.0001458319,0.000001863719,0.0002052695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003010737,"threshold_uncertainty_score":0.005986452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471155428256795,"score_gpt":0.2969959748588902,"score_spread":0.2822844205763222,"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."}}