{"id":"W4414085488","doi":"10.1111/petr.70172","title":"Routine Doppler Ultrasonography Does Not Differentiate Acute Tubular Necrosis and Rejection in Early Pediatric Kidney Transplantation","year":2025,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Acute tubular necrosis; Ultrasonography; Limiting; Kidney transplantation; Hemodynamics; Doppler ultrasound; Graft rejection; Transplantation; Ultrasonography doppler","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":[0.001813608,0.0002827373,0.0004348172,0.0006855587,0.0002214709,0.0006018354,0.0003442345,0.0003433504,0.001084323],"category_scores_gemma":[0.009381128,0.0002064526,0.0003876936,0.0007817735,0.0004243612,0.0006917436,0.0004187707,0.0004502504,0.0002078522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004506235,"about_ca_system_score_gemma":0.0007379361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697134,"about_ca_topic_score_gemma":0.002854958,"domain_scores_codex":[0.9992705,0.0001924407,0.00011025,0.0001295983,0.0001959649,0.0001011519],"domain_scores_gemma":[0.9942426,0.001776122,0.002972342,0.0002050527,0.0004146495,0.0003893199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003150775,0.000003939601,0.9986414,0.00000669588,0.000007349231,0.00004726447,0.00001874367,0.00003193091,0.00008164022,0.000005901096,0.00002358546,0.001100088],"study_design_scores_gemma":[0.000004429698,0.0001416232,0.9975576,0.00002258772,0.00002674774,0.00133369,0.0001107053,0.0003995966,0.0002303994,0.00003316854,0.0001368855,0.000002454219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984244,0.0006970108,0.0003554758,0.0000520312,0.00000906166,0.000005536012,0.0001469807,0.000009527189,0.0002999016],"genre_scores_gemma":[0.9994357,0.0001458682,0.0002214502,0.00001441722,0.000009076316,0.00000345112,0.0001361304,0.000002386915,0.00003157284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697134,"threshold_uncertainty_score":0.009591401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006885606025962154,"score_gpt":0.2393501160186186,"score_spread":0.2324645099926564,"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."}}