{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001802366,0.0006275169,0.001896622,0.002213932,0.0002074323,0.001211318,0.0008544208,0.001077491,0.002409505],"category_scores_gemma":[0.002330268,0.0002462427,0.001067025,0.001973657,0.0005660669,0.001424076,0.0005416707,0.001572789,0.0005421477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007024181,"about_ca_system_score_gemma":0.001982955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672539,"about_ca_topic_score_gemma":0.003018638,"domain_scores_codex":[0.9994166,0.0001748521,0.000123351,0.0000832107,0.0001697858,0.00003222814],"domain_scores_gemma":[0.9978657,0.001321086,0.0003367398,0.00003088756,0.0003786501,0.00006690196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001187677,0.00003633617,0.0004403968,0.05995338,0.0002329993,0.00008345765,0.0000747281,0.0002107076,0.0003455912,0.001765336,0.01417516,0.9225632],"study_design_scores_gemma":[0.00008782625,0.0003332064,0.006527991,0.1392651,0.001848887,0.003037957,0.0003829545,0.0003600485,0.0005003299,0.005190164,0.8424016,0.00006396904],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005382201,0.9993454,0.00003596154,0.0003224252,0.00006789227,0.000002105238,0.000007052852,0.000002507704,0.0001627168],"genre_scores_gemma":[0.000486843,0.9991358,0.00009988841,0.000146996,0.00007730823,0.000003167341,0.000009138828,6.047414e-7,0.00004026345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002409505,"threshold_uncertainty_score":0.009531975,"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."}}