{"id":"W2049259874","doi":"10.5489/cuaj.2128","title":"Maximal kidney length predicts need for native nephrectomy in ADPCKD patients undergoing renal transplantation","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Nephrectomy; Receiver operating characteristic; Autosomal dominant polycystic kidney disease; Medicine; Kidney transplantation; Transplantation; Area under the curve; Confidence interval; Urology; Kidney disease; Bilateral Nephrectomy; Retrospective cohort study; Internal medicine; Kidney; 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":[0.001042917,0.0002271135,0.0003680031,0.0008405317,0.0002791138,0.0006116355,0.0003647743,0.0004380239,0.001466788],"category_scores_gemma":[0.004941158,0.0001825696,0.0003612171,0.0007163836,0.0003661681,0.0006207888,0.0004361315,0.0005453998,0.0002268711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249524,"about_ca_system_score_gemma":0.0002945977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006221593,"about_ca_topic_score_gemma":0.0009034149,"domain_scores_codex":[0.9995431,0.0001218812,0.00008221161,0.00008616894,0.0001097038,0.00005696103],"domain_scores_gemma":[0.9953099,0.001671886,0.002075901,0.00009488149,0.0002724153,0.0005749924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004264345,0.000005076497,0.9992092,0.000004803829,0.000007698015,0.000045514,0.000007961493,0.00004281754,0.00006333003,0.000003434491,0.00001977946,0.0005477893],"study_design_scores_gemma":[0.00000395078,0.00007927795,0.9977313,0.00001433901,0.00002392121,0.001109094,0.00006703127,0.0007211205,0.0001208639,0.00003186152,0.00009289337,0.000004304195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989334,0.0005625938,0.0001266113,0.00005764222,0.000005931465,0.000002775381,0.00007853394,0.000004089178,0.0002284055],"genre_scores_gemma":[0.9996024,0.0001017656,0.0001352613,0.00001242001,0.00001363105,0.000002240321,0.0001051456,0.000001124357,0.00002627113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001466788,"threshold_uncertainty_score":0.005515516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005174769392937285,"score_gpt":0.1975295909993404,"score_spread":0.1923548216064031,"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."}}