{"id":"W4403015775","doi":"10.1053/j.jrn.2024.09.005","title":"Effects of High Amylose-Resistant Starch on Gut Microbiota and Uremic Toxin Levels in Patients With Stage-G3a-G4 Chronic Kidney Disease: A Randomized Trial","year":2024,"lang":"en","type":"article","venue":"Journal of Renal Nutrition","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Uremic toxins; Randomized controlled trial; Kidney disease; Resistant starch; Toxin; Internal medicine; Gastroenterology; Physiology; Starch; Microbiology; Food science; Biology","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":[0.0003954601,0.0001566572,0.00042962,0.0002051195,0.00003078892,0.00002980506,0.00008469195,0.0001072909,0.000009457387],"category_scores_gemma":[0.0001114268,0.0001130374,0.000138171,0.0001146614,0.00008860012,0.00001138649,0.0000239071,0.0002166849,6.975524e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087178,"about_ca_system_score_gemma":0.0003990243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551871,"about_ca_topic_score_gemma":0.00001166608,"domain_scores_codex":[0.9986834,0.0002371347,0.0004890118,0.0002076261,0.0001936091,0.0001892203],"domain_scores_gemma":[0.9993045,0.00007596915,0.0002370821,0.000107972,0.0001158152,0.0001586135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4028213,0.0003699607,0.00003336778,0.001018241,0.00008805202,0.000022351,0.00001711402,0.000004820772,0.5949232,0.00002944994,0.0004759491,0.0001961464],"study_design_scores_gemma":[0.8807015,0.01364101,0.01356909,0.005482282,0.000225397,0.00001251934,0.000008680067,0.0000156236,0.08171139,0.0001511789,0.004214912,0.0002663817],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930318,0.005208135,0.0001225037,0.0003517872,0.0001690343,0.0009219154,0.0001879882,0.000002848233,0.000003986629],"genre_scores_gemma":[0.9982588,0.001028423,0.0002209532,0.00008341351,0.0002412804,0.00001283934,0.00009562199,0.00001820096,0.0000404832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5132118,"threshold_uncertainty_score":0.460953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004340975071104014,"score_gpt":0.2379578082569054,"score_spread":0.2336168331858014,"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."}}