{"id":"W4286472081","doi":"10.5489/cuaj.7816","title":"Staged vs. simultaneous bilateral nephrectomy and kidney transplantation in patients with autosomal dominant polycystic kidney disease: Outcomes and costs","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; University of Alberta","funders":"","keywords":"Nephrectomy; Medicine; Autosomal dominant polycystic kidney disease; Kidney transplantation; Bilateral Nephrectomy; Transplantation; Artificial kidney; Kidney; Polycystic kidney disease; Urology; Disease; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007739688,0.0002125302,0.0003565355,0.0005527444,0.0003015886,0.0005494917,0.0002133501,0.0002765737,0.001097575],"category_scores_gemma":[0.002157829,0.0001068343,0.0006662021,0.0007202561,0.0003567861,0.0004008116,0.0007126005,0.0003095409,0.00005702264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000759511,"about_ca_system_score_gemma":0.0006957979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303449,"about_ca_topic_score_gemma":0.003571233,"domain_scores_codex":[0.9994488,0.0001249989,0.00006167474,0.00009266655,0.0001717442,0.000100075],"domain_scores_gemma":[0.9980298,0.0004063042,0.001080772,0.00004319451,0.00009371811,0.0003462105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004297637,0.00004091813,0.9942411,0.00002886802,0.0001146317,0.0001639828,0.00002979615,0.0001749461,0.000153189,0.00002902972,0.00005254543,0.004541335],"study_design_scores_gemma":[0.0000548447,0.000735526,0.9957792,0.00002731402,0.0001027449,0.002089047,0.0001996884,0.0006444782,0.0001384575,0.00008974228,0.0001324316,0.000006557435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993092,0.0003708478,0.00004276407,0.00003831121,0.000003662931,0.000003621202,0.00005649462,5.565053e-7,0.0001745229],"genre_scores_gemma":[0.9997066,0.0001075774,0.00004801467,0.00001580107,0.00001209849,0.000002910947,0.00008815296,3.181045e-7,0.00001852363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001303449,"threshold_uncertainty_score":0.005510688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002293280556988471,"score_gpt":0.1804518774694791,"score_spread":0.1781585969124906,"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."}}