{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137556,0.0002005552,0.00025341,0.0001015372,0.00004334176,0.00003481856,0.0000994847,0.0001176707,0.00003868733],"category_scores_gemma":[0.00006532448,0.0002087837,0.000064037,0.0001693551,0.00007405843,0.00000707773,0.0001869859,0.0001347716,0.00001272985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002547906,"about_ca_system_score_gemma":0.0001787724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005833296,"about_ca_topic_score_gemma":0.0001603024,"domain_scores_codex":[0.9985508,0.0001431311,0.0003206882,0.0005195963,0.00007439381,0.0003913644],"domain_scores_gemma":[0.9994738,0.00002400155,0.00007088476,0.000181981,0.00008345691,0.000165908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004491826,0.0005436023,0.1099469,0.00006042557,0.00005369056,0.00005407899,0.0002376834,0.000002041806,0.8874869,0.000007823297,0.0008700963,0.0002875475],"study_design_scores_gemma":[0.004799727,0.0001815355,0.6505832,0.0003797121,0.00008669632,0.00002939193,0.0002171115,0.00001437494,0.338885,0.00005930789,0.004393142,0.0003708049],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845374,0.01437014,0.00002525642,0.0002269186,0.0001734759,0.0003969133,0.0002288787,0.000005811725,0.00003525474],"genre_scores_gemma":[0.9970394,0.001100409,0.0001479448,0.0009890153,0.00009270121,0.0000323021,0.0004825441,0.00002122489,0.00009440938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.548602,"threshold_uncertainty_score":0.8513952,"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."}}