{"id":"W2120488567","doi":"10.1093/ndt/gfu017","title":"Renal replacement therapy for autosomal dominant polycystic kidney disease (ADPKD) in Europe: prevalence and survival--an analysis of data from the ERA-EDTA Registry","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Wellcome Trust","keywords":"Medicine; Autosomal dominant polycystic kidney disease; Renal replacement therapy; Polycystic kidney; Kidney disease; Polycystic kidney disease; Disease; Internal medicine; Kidney; Urology","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":[0.004820144,0.0003709384,0.0009253258,0.003284878,0.0002582547,0.001214917,0.0006357651,0.0007776649,0.0006889915],"category_scores_gemma":[0.005486107,0.0003283425,0.001277353,0.004732049,0.0003316809,0.0009389522,0.001013703,0.0003922655,0.0002495733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003760334,"about_ca_system_score_gemma":0.0003964739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297202,"about_ca_topic_score_gemma":0.002672021,"domain_scores_codex":[0.997063,0.001178878,0.0006414281,0.0005370086,0.000393432,0.0001862471],"domain_scores_gemma":[0.99076,0.00259635,0.004368385,0.0009180336,0.0008380673,0.0005192091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065043,0.000015921,0.99819,0.00002058852,0.00015652,0.00003675162,0.00003563944,0.0001137867,0.00003166257,0.00001489736,0.0001118819,0.001165834],"study_design_scores_gemma":[0.00001205911,0.00005451478,0.998859,0.00002026856,0.00007157739,0.000255872,0.00008572094,0.0002994932,0.00002849496,0.0000143122,0.0002937921,0.000004885067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958118,0.0009873533,0.0002077499,0.00004176555,0.00000727701,0.00001011028,0.002627341,0.000009338103,0.0002974039],"genre_scores_gemma":[0.9931267,0.0006860982,0.0003409532,0.00004035682,0.00001956291,0.00002605751,0.005671696,0.000007449579,0.00008111578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004820144,"threshold_uncertainty_score":0.02549165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477930180424525,"score_gpt":0.2692760403995942,"score_spread":0.2544967385953489,"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."}}