{"id":"W4283263796","doi":"10.3233/jad-220176","title":"Alteration of Gut Microbiota in Alzheimer’s Disease and Their Relation to the Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Cognitive impairment; Cognition; Relation (database); Alzheimer's disease; Psychology; Dementia; Neuroscience; Cognitive psychology; Medicine; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000363512,0.0001162032,0.0001442825,0.00009938629,0.0001225546,0.00001581546,0.0001229352,0.00002425316,0.0000339283],"category_scores_gemma":[0.00003553386,0.00008554258,0.0001043124,0.0001103567,0.00004129217,0.00001010537,0.0001340906,0.0001385527,0.00000129041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000178536,"about_ca_system_score_gemma":0.0002951773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001163642,"about_ca_topic_score_gemma":0.000007971646,"domain_scores_codex":[0.9989991,0.0001952873,0.0003773725,0.0001627011,0.0001177448,0.0001477648],"domain_scores_gemma":[0.9992303,0.00001755974,0.0002582966,0.0001525135,0.0001103488,0.0002310425],"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":[0.0111712,0.002146913,0.06231128,0.00007319696,0.001705665,0.00008964868,0.004046555,0.004175829,0.8832995,0.0001386706,0.02104095,0.00980056],"study_design_scores_gemma":[0.001813373,0.0009572831,0.9826073,0.0000825596,0.0006982781,0.00003922637,0.0008213281,0.0001686574,0.007495685,0.0001025488,0.004990532,0.0002232385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774186,0.01910654,0.00008770275,0.002625031,0.0001459942,0.000410692,0.000191831,0.000001431496,0.00001215442],"genre_scores_gemma":[0.9985201,0.0001870762,0.00005190108,0.001006768,0.0001183774,0.00001523026,0.00007866906,0.00001261708,0.000009209444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.920296,"threshold_uncertainty_score":0.3488325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653955135968368,"score_gpt":0.2763242792940119,"score_spread":0.2597847279343283,"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."}}