{"id":"W4401514592","doi":"10.3390/nu16162659","title":"Gut Microbiome Is Related to Cognitive Impairment in Peritoneal Dialysis Patients","year":2024,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Medicine; Gastroenterology; Gut flora; Fusobacteria; Diabetes mellitus; Renal function; Peritoneal dialysis; Endocrinology; Immunology; Biology; Bacteroidetes","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":[0.0002390911,0.0002507953,0.0003833311,0.0005761261,0.0004259031,0.0006050593,0.0001501063,0.0004066523,0.001374446],"category_scores_gemma":[0.001039986,0.0001766552,0.0003991817,0.0006118874,0.0001630133,0.0002883658,0.0004856502,0.0004492943,0.0001477018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027345,"about_ca_system_score_gemma":0.0001750734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863588,"about_ca_topic_score_gemma":0.00218174,"domain_scores_codex":[0.9998287,0.00003902341,0.0000240552,0.00003913914,0.00002834047,0.0000407028],"domain_scores_gemma":[0.999546,0.00005402522,0.000231479,0.00002086934,0.0000540679,0.00009342612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002715216,0.00005263947,0.9972143,0.0000139521,0.00005839046,0.00008556127,0.00004266323,0.00001917734,0.000489586,0.000007092997,0.00004997541,0.001695158],"study_design_scores_gemma":[0.000004242027,0.00009478386,0.9993783,0.000005902545,0.00002571233,0.0001990484,0.00007223571,0.00009936987,0.00004151053,0.00001505084,0.00006182832,0.000002031839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991531,0.0004461952,0.00003992625,0.00003451986,0.000004519572,0.000003901343,0.0001004457,0.000001820383,0.000215436],"genre_scores_gemma":[0.9996463,0.0001164646,0.00005407013,0.00002137454,0.000007704886,0.000003006282,0.00007405601,6.345979e-7,0.00007637555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863588,"threshold_uncertainty_score":0.005693853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004714639217862074,"score_gpt":0.2676865711867566,"score_spread":0.2629719319688946,"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."}}