{"id":"W4385759385","doi":"10.3390/toxins15080499","title":"Gut Microbiota Interventions to Retain Residual Kidney Function","year":2023,"lang":"en","type":"review","venue":"Toxins","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Gut flora; Dysbiosis; Kidney; Kidney disease; Biology; Kidney transplantation; Renal function; Medicine; Internal medicine; Immunology; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005153379,0.0006234168,0.001205127,0.001266595,0.0002229087,0.0008848226,0.0005394995,0.0009932346,0.004781932],"category_scores_gemma":[0.001196904,0.000138902,0.001145785,0.0007687163,0.0002283002,0.0006611765,0.0005447904,0.001301069,0.000945551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650291,"about_ca_system_score_gemma":0.0008638827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000707038,"about_ca_topic_score_gemma":0.001552807,"domain_scores_codex":[0.9997869,0.00005870362,0.00003337478,0.00003408884,0.00006505711,0.00002191568],"domain_scores_gemma":[0.9996974,0.0001785888,0.00004059977,0.000007609949,0.00005734901,0.00001843341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000182624,0.0001409278,0.0003042232,0.05563036,0.0004276543,0.0001385431,0.00006398068,0.0003106813,0.001567113,0.002489225,0.01648456,0.92226],"study_design_scores_gemma":[0.00009963129,0.0004433713,0.002924079,0.03703061,0.001336653,0.001621396,0.0001270329,0.0002639371,0.001320008,0.003555564,0.9512445,0.00003317426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002242081,0.9986879,0.00008881792,0.0002526823,0.0001482228,0.000006796726,0.00001977784,0.00000595056,0.0005657258],"genre_scores_gemma":[0.001377589,0.99783,0.0001698661,0.000179565,0.00009023818,0.000009918559,0.00002728969,0.000001432522,0.0003141642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004781932,"threshold_uncertainty_score":0.01599717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119625970219971,"score_gpt":0.3893317192528846,"score_spread":0.2773691222308876,"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."}}