{"id":"W4221031512","doi":"10.3233/jad-215520","title":"The Oral and Fecal Microbiota in a Canadian Cohort of Alzheimer’s Disease","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":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Canada's Michael Smith Genome Sciences Centre; McGill University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Gut flora; Cohort; Disease; Feces; Mood; Cohort study","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004176829,0.0005183264,0.0004209101,0.001311968,0.002716884,0.00110414,0.0006919506,0.0005119455,0.001669058],"category_scores_gemma":[0.0009742211,0.0004216422,0.0003969602,0.002503367,0.0005533989,0.0003013317,0.0007979472,0.000561868,0.0002524381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007570732,"about_ca_system_score_gemma":0.007737965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9619184,"about_ca_topic_score_gemma":0.9623867,"domain_scores_codex":[0.9995602,0.00001935551,0.00001979375,0.0001047968,0.000151015,0.0001448586],"domain_scores_gemma":[0.9993101,0.00002242365,0.0001163675,0.00003498347,0.0003356922,0.0001804006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267426,0.00001931738,0.9956629,0.00002681569,0.00004751597,0.0001483349,0.0005095571,0.00002434702,0.0005943471,0.00003304604,0.0005432307,0.002263824],"study_design_scores_gemma":[0.000005233208,0.00002413128,0.998744,0.00001178826,0.00002422593,0.0001562707,0.0004692462,0.00006410568,0.00004133317,0.0000137617,0.0004404629,0.000005359804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957296,0.0006581109,0.00006127278,0.0001204003,0.000009892642,0.00003140495,0.00231246,0.000005050028,0.001071778],"genre_scores_gemma":[0.9972847,0.0006157877,0.0001640429,0.00007962047,0.000006825016,0.00001468899,0.001205538,0.000003385818,0.0006255565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03808165,"threshold_uncertainty_score":0.07661176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336209699584376,"score_gpt":0.2712082087032459,"score_spread":0.2578461117074021,"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."}}