{"id":"W3163953848","doi":"10.3233/jad-210259","title":"Altered Gut Microbiota in Adults with Subjective Cognitive Decline: The SILCODE Study","year":2021,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cognitive decline; Gut flora; Cognition; Psychology; Gut–brain axis; Gerontology; Developmental psychology; Biology; Medicine; Immunology; Dementia; Neuroscience; Internal medicine; Disease","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":[0.0002304436,0.0001560154,0.0002111357,0.00005143768,0.00007433462,0.00003250872,0.0001695558,0.00004996894,0.0000249626],"category_scores_gemma":[0.00009546658,0.000101951,0.0001152527,0.000158093,0.00007330458,0.000008121546,0.000103394,0.000223977,0.000004592794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001353168,"about_ca_system_score_gemma":0.0007323825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002570233,"about_ca_topic_score_gemma":0.0004037569,"domain_scores_codex":[0.9988104,0.0002253336,0.0003577376,0.0002385564,0.00014553,0.0002224089],"domain_scores_gemma":[0.9988625,0.00002773171,0.0002418599,0.0002227535,0.0004550207,0.0001901197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0152804,0.005249577,0.706755,0.00006660649,0.002435617,0.001713635,0.002848563,0.0001112342,0.2608107,0.00001147877,0.002384123,0.002333123],"study_design_scores_gemma":[0.004461708,0.0008771679,0.9809942,0.0001686815,0.0004757543,0.0001474017,0.002951774,0.000004401,0.009363221,0.00002013465,0.0003620001,0.0001735698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900852,0.008584065,0.0000409272,0.0007281944,0.0001334968,0.0003186879,0.00004670058,0.00000181714,0.00006089513],"genre_scores_gemma":[0.9984683,0.0002087231,0.00008444877,0.0008913556,0.0002622163,0.000006448952,0.00003139514,0.00001925845,0.0000278943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2742392,"threshold_uncertainty_score":0.415744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243434125039681,"score_gpt":0.2864786393207635,"score_spread":0.2740442980703666,"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."}}