{"id":"W3092805176","doi":"10.1111/petr.13869","title":"Yield and utility of surveillance kidney biopsies in pediatric kidney transplant recipients at various time points post‐transplant","year":2020,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Immunosuppression; Subclinical infection; Biopsy; Kidney transplant; Internal medicine; Kidney; Kidney transplantation; Renal transplant; Gastroenterology; Surgery","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":[0.001597589,0.0002295652,0.0002398089,0.001298212,0.0002306971,0.0005797054,0.0003593913,0.0002850496,0.000659608],"category_scores_gemma":[0.004865768,0.0001429984,0.0003640901,0.0006160949,0.0002796684,0.0005514688,0.0005098855,0.0003628632,0.0001095453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004143444,"about_ca_system_score_gemma":0.0003779129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827585,"about_ca_topic_score_gemma":0.003411312,"domain_scores_codex":[0.9993349,0.0001741023,0.0001141389,0.00009598701,0.0001675781,0.000113313],"domain_scores_gemma":[0.995455,0.001157655,0.002347858,0.000110624,0.0004618255,0.0004670025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005442073,0.000004622891,0.9977636,0.000007902626,0.000007614557,0.0001094848,0.00003309667,0.00004586576,0.0002023802,0.000004897114,0.00002169055,0.001744463],"study_design_scores_gemma":[0.000001941403,0.0001456377,0.9962904,0.00002069345,0.00002211181,0.002236909,0.0002091779,0.0003099269,0.0006277666,0.00001060466,0.0001218477,0.000003016906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986044,0.0007445276,0.0001542356,0.00002498404,0.000003120032,0.00000410967,0.0001453258,0.000007106136,0.0003123539],"genre_scores_gemma":[0.9992905,0.0002561637,0.0002492912,0.000007598846,0.000006539698,0.000003215205,0.0001572224,0.000001728696,0.00002758057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001827585,"threshold_uncertainty_score":0.008448958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662364419489695,"score_gpt":0.2431294314402563,"score_spread":0.2265057872453593,"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."}}