{"id":"W4384343271","doi":"10.1007/s00345-023-04495-9","title":"Renal cell carcinoma in kidney transplant recipients: incidence, trends, clinical management &amp; outcomes","year":2023,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Renal cell carcinoma; Incidence (geometry); Kidney cancer; Internal medicine; Cohort; Nephrology; Population; Proportional hazards model; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061183,0.0001474013,0.0006129871,0.001132098,0.00003698152,0.000007544415,0.0001808629,0.0001121688,0.0003467737],"category_scores_gemma":[0.00008334008,0.0001172604,0.0002935785,0.0008876789,0.0000765611,0.00006044489,0.00003481828,0.0006195383,0.00006130613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009562162,"about_ca_system_score_gemma":0.0001271783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003678444,"about_ca_topic_score_gemma":0.00047451,"domain_scores_codex":[0.9979445,0.0001745737,0.0009677328,0.0002029311,0.0003232464,0.0003870307],"domain_scores_gemma":[0.9990268,0.000123198,0.0003492733,0.0001804407,0.00004936202,0.0002709645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227719,0.0002525912,0.9042798,0.00002211628,0.0001201576,0.001511767,0.0002249144,0.0000960836,0.00003259307,0.00007112004,0.08265695,0.009504204],"study_design_scores_gemma":[0.008054062,0.0005980759,0.885032,0.0000618921,0.0002386291,0.00005959541,0.0000542751,0.00003228107,0.00000401122,0.0002992043,0.1054631,0.0001028328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636972,0.0006800067,0.00003390545,0.01813881,0.001353802,0.0001175346,0.00001209442,0.00002540716,0.01594122],"genre_scores_gemma":[0.9861211,0.001371805,0.0001660148,0.004820866,0.0001378398,0.000004430171,0.00002040749,0.00001768472,0.007339881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280617,"threshold_uncertainty_score":0.478174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856792908217975,"score_gpt":0.3213890931870895,"score_spread":0.2928211641049097,"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."}}