{"id":"W3131745271","doi":"10.1111/ctr.14260","title":"Gut microbiota profiles and fecal beta‐glucuronidase activity in kidney transplant recipients with and without post‐transplant diarrhea","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; W. Garfield Weston Foundation","keywords":"Diarrhea; Feces; Gut flora; Gastroenterology; Internal medicine; Biology; Kidney transplantation; Medicine; Transplantation; Immunology; Physiology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003233423,0.0003664407,0.0007270248,0.0001338516,0.0001190509,0.00005232164,0.00005836647,0.0002573941,0.00004751118],"category_scores_gemma":[0.00002452392,0.0002814354,0.0001316033,0.0002223082,0.0002479781,0.000239858,0.000006664533,0.0004656094,0.00001001904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003420889,"about_ca_system_score_gemma":0.0002296191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009209531,"about_ca_topic_score_gemma":0.0002672976,"domain_scores_codex":[0.9975858,0.0002701514,0.0006650278,0.0007900558,0.0002996316,0.0003892762],"domain_scores_gemma":[0.9986888,0.0003408502,0.0001186037,0.0002354854,0.0001045436,0.0005117848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005833472,0.0007523826,0.9636694,0.001333062,0.0002838474,0.001475705,0.0008115947,0.000002792251,0.02217605,0.00008629779,0.000002904362,0.00357251],"study_design_scores_gemma":[0.01366758,0.000732798,0.9677613,0.003316785,0.000923233,0.001671189,0.00003194625,0.00008361915,0.01142515,0.00001818925,0.0000490828,0.0003190838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952247,0.0002339307,0.001019649,0.001486518,0.0001553664,0.000708922,0.0008139529,0.00005528373,0.0003017133],"genre_scores_gemma":[0.9870604,0.008069537,0.002580699,0.0006631748,0.00005431304,0.00003890872,0.001321742,0.00004026156,0.000170949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107509,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334213755602199,"score_gpt":0.339569331050886,"score_spread":0.306227193494864,"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."}}