{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003587975,0.000300523,0.001155046,0.0006103274,0.00007037103,0.00005657964,0.000168701,0.0001638844,0.0009168148],"category_scores_gemma":[0.0001869728,0.0002238788,0.001376295,0.0007709162,0.00002462081,0.00002339227,0.0002492133,0.0002367214,0.006418278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744502,"about_ca_system_score_gemma":0.0002129762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001864452,"about_ca_topic_score_gemma":0.00002482027,"domain_scores_codex":[0.9982576,0.00009601172,0.0006554552,0.0004716103,0.0002432308,0.0002760339],"domain_scores_gemma":[0.9987268,0.00002668853,0.0001612517,0.0006090643,0.00005207353,0.0004240794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001490367,0.0001671855,5.168305e-7,0.04393679,0.0008451485,0.00006009732,0.00001561964,3.557369e-7,0.000007238745,0.0003405258,0.5428206,0.411791],"study_design_scores_gemma":[0.0001839779,0.0001522732,0.0001024016,0.04517929,0.007373545,0.000005491397,0.00001707543,5.357263e-7,2.415381e-7,0.00001651963,0.9467685,0.0002001452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003564987,0.982485,0.0001370513,0.001108859,0.0006618484,0.001682855,0.0002968083,0.0002173677,0.01340665],"genre_scores_gemma":[0.000001916637,0.8805892,0.0000932632,0.0008298638,0.0005879188,0.0001669842,0.001607735,0.00007616324,0.1160469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4115909,"threshold_uncertainty_score":0.9999965,"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."}}