{"id":"W4313312682","doi":"10.1111/petr.14460","title":"Noninvasive testing for mycophenolate exposure in children with renal transplant using urinary metabolomics","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba; University of British Columbia; Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba; George & Fay Yee Centre for Healthcare Innovation; BC Children's Hospital","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Medicine; Urine; Metabolite; Urinary system; Kidney transplantation; Transplantation; Internal medicine; Urology; Cohort; Prospective cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009646648,0.0004315992,0.0004512098,0.0007947353,0.0002073704,0.0006760387,0.0002371884,0.000421516,0.0005122584],"category_scores_gemma":[0.00199592,0.0001682202,0.0003814499,0.0005079374,0.0002641872,0.0004150223,0.0003846118,0.0005054199,0.000187031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788101,"about_ca_system_score_gemma":0.000369894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376864,"about_ca_topic_score_gemma":0.001960816,"domain_scores_codex":[0.9994501,0.0001457546,0.00005077192,0.0001151624,0.0001862744,0.00005195681],"domain_scores_gemma":[0.9988527,0.0003312542,0.0004975172,0.0000573199,0.0001708614,0.00009037479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178267,0.00003418868,0.9825374,0.00002387427,0.00003956396,0.0001491352,0.00005331956,0.0002590696,0.005455407,0.00002744174,0.0001339848,0.01116886],"study_design_scores_gemma":[0.00001166226,0.0006867969,0.9784719,0.00003839802,0.00007697461,0.002631914,0.0001956508,0.003829345,0.01301975,0.00009905751,0.0009243712,0.00001425031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940194,0.001432387,0.003449569,0.00009115737,0.00001134589,0.00002321868,0.0004291711,0.00005530603,0.000488453],"genre_scores_gemma":[0.9953098,0.0005136176,0.003673796,0.00006944339,0.00001374571,0.00001808329,0.0002644005,0.000006850066,0.0001302774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001376864,"threshold_uncertainty_score":0.00510174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549610262691432,"score_gpt":0.2625003276302084,"score_spread":0.2370042250032941,"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."}}