{"id":"W4406201443","doi":"10.1002/alz.092044","title":"Unique gut microbiome signatures associated with physical and cognitive function","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gut microbiome; Microbiome; Cognition; Function (biology); Biology; Neuroscience; Computational biology; Evolutionary biology; Psychology; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003916417,0.000344421,0.0006779908,0.001068829,0.0003521159,0.0008348234,0.0001905019,0.0004989224,0.001571055],"category_scores_gemma":[0.001303031,0.0001853674,0.0005263767,0.001168947,0.0002358435,0.000346924,0.000894735,0.000379982,0.0002110701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004698,"about_ca_system_score_gemma":0.0002260157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345733,"about_ca_topic_score_gemma":0.003543074,"domain_scores_codex":[0.999651,0.00007226547,0.00003409415,0.0001191662,0.0000433262,0.00008017663],"domain_scores_gemma":[0.9993525,0.00009283672,0.0003022855,0.00005663204,0.0000916253,0.0001041429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004686017,0.00003224225,0.9815385,0.0001044236,0.000400215,0.0001071861,0.0001154808,0.0001015292,0.01054631,0.00005907306,0.0002267493,0.006299702],"study_design_scores_gemma":[0.0000043996,0.00005344074,0.9984933,0.00002065691,0.00008541965,0.0002128772,0.0001270292,0.0001856426,0.0004059036,0.0001456902,0.0002599111,0.000005676027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956719,0.001747641,0.0004008464,0.00006474617,0.0000118842,0.000006378649,0.00167107,0.000008926772,0.000416707],"genre_scores_gemma":[0.9981769,0.000333831,0.0004225144,0.00005686637,0.00001525039,0.000009798158,0.0007961719,0.000004477577,0.0001842237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002345733,"threshold_uncertainty_score":0.005255699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520222708591078,"score_gpt":0.2668235411942657,"score_spread":0.2516213141083549,"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."}}