{"id":"W4401627283","doi":"10.1111/petr.14836","title":"Detection of Subclinical Rejection in Pediatric Kidney Transplantation: Current and Future Practices","year":2024,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Subclinical infection; Creatinine; Proteinuria; Transplantation; Kidney transplantation; Kidney; Urine; Urinary system; Intensive care medicine; Urology; Internal medicine; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003917343,0.0005550457,0.001376003,0.001351759,0.00006013966,0.00004316683,0.00008804876,0.0005203917,0.00002449674],"category_scores_gemma":[0.00003952648,0.0004360653,0.000478507,0.00140625,0.00003199186,0.0002895453,0.000005757246,0.0008744164,0.00003986266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010689,"about_ca_system_score_gemma":0.0004561272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005326022,"about_ca_topic_score_gemma":0.00005141517,"domain_scores_codex":[0.9966969,0.0002427087,0.001523106,0.0007409627,0.0005116999,0.0002846388],"domain_scores_gemma":[0.9980604,0.0004013164,0.00101011,0.0002081571,0.00008565008,0.0002343333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006039607,0.0004410229,0.01318853,0.5540362,0.000206308,0.0004443177,0.0008367345,0.000001206836,0.000001346117,0.00006167821,0.00002022219,0.4301585],"study_design_scores_gemma":[0.02219121,0.003194314,0.2455189,0.05546599,0.3674247,0.01069608,0.0001371233,0.0001194378,0.00006114387,0.00025033,0.2912668,0.003674005],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002514778,0.9934193,0.0002377999,0.00007488867,0.001627481,0.001397834,0.0004497649,0.00009593824,0.0001821634],"genre_scores_gemma":[0.003441569,0.9920223,0.0002143308,0.00001258907,0.00201615,0.0001605797,0.002026191,0.00007202393,0.00003424592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4985702,"threshold_uncertainty_score":0.9998091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408633560674065,"score_gpt":0.392830824621383,"score_spread":0.3387444890146423,"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."}}