{"id":"W4416604941","doi":"10.1111/petr.70233","title":"Proteinuria After Kidney Transplantation","year":2025,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Univerzita Karlova v Praze","keywords":"Proteinuria; Kidney transplantation; Nephrotic syndrome; Transplantation; Kidney; Renal biopsy; Etiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0000959094,0.000225387,0.0002490847,0.0003731747,0.00008990974,0.00003234558,0.00006058442,0.0001339154,0.0002350826],"category_scores_gemma":[0.00001032036,0.0001959393,0.0001567864,0.0005245724,0.00002425855,0.000192091,0.000001991137,0.0001504094,0.0001077777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005638938,"about_ca_system_score_gemma":0.0002001651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004803231,"about_ca_topic_score_gemma":0.00001526861,"domain_scores_codex":[0.9986599,0.00004718129,0.0004036498,0.0003419026,0.0002918724,0.0002554864],"domain_scores_gemma":[0.9994416,0.00006437032,0.00006564311,0.0001753125,0.00008427754,0.0001688411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004918986,0.0004241886,0.9791293,0.008929634,0.0001956726,0.0008338481,0.001125531,0.00002891792,0.0006929922,0.001167721,0.0002184051,0.002334763],"study_design_scores_gemma":[0.006763584,0.0001438692,0.983507,0.0003789945,0.002677733,0.0001611117,0.00001004781,0.00004898755,0.005290782,0.0003312258,0.0004731789,0.0002134564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349157,0.0006898482,0.0426665,0.001516769,0.0006748949,0.001875384,0.0003583212,0.0003458261,0.01695681],"genre_scores_gemma":[0.9824073,0.01050907,0.002931056,0.001003746,0.0001472007,0.0002744182,0.0008373645,0.00002252136,0.001867302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04749167,"threshold_uncertainty_score":0.7990174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007358204375161153,"score_gpt":0.2691950545567974,"score_spread":0.2618368501816362,"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."}}