{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005560411,0.0001338152,0.0002032994,0.0001175256,0.000226159,0.00002327532,0.0002378958,0.00003811142,0.00005567844],"category_scores_gemma":[0.00005096105,0.0001078579,0.0001440969,0.0001135375,0.0001325192,0.000006819077,0.0001330354,0.0002147704,0.000001080088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003664575,"about_ca_system_score_gemma":0.001753431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005117084,"about_ca_topic_score_gemma":0.006692026,"domain_scores_codex":[0.9987165,0.0001683893,0.0004289603,0.0001811895,0.000158561,0.0003463437],"domain_scores_gemma":[0.9986014,0.00001115874,0.0002302401,0.0002484566,0.00009092632,0.0008177538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002703073,0.0006432319,0.8514017,0.00004673434,0.001435856,0.0005433537,0.0002064002,0.0002667001,0.09343242,0.0002413175,0.0445673,0.004511956],"study_design_scores_gemma":[0.0009746704,0.000249683,0.9247669,0.00001951363,0.0006312656,0.00006585084,0.0001103999,0.00003780839,0.001059844,0.00005941499,0.07183746,0.0001871686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401245,0.05691339,0.000001272441,0.002258373,0.0002239658,0.0002378146,0.0001924314,0.000001267343,0.00004698583],"genre_scores_gemma":[0.9985172,0.0006103229,0.00004301934,0.0006629777,0.00007112386,0.000008282397,0.00003972828,0.00001772359,0.00002961363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09237257,"threshold_uncertainty_score":0.7735535,"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."}}