{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004918295,0.0001717116,0.0002934446,0.00008595813,0.00008288238,0.00001967616,0.0004301405,0.00009986865,0.00002553202],"category_scores_gemma":[0.0002313376,0.0001329349,0.0000888296,0.0002474712,0.0001746292,0.00001458445,0.00004151421,0.00005720806,5.474101e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004283351,"about_ca_system_score_gemma":0.0001446823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002287921,"about_ca_topic_score_gemma":0.0005460194,"domain_scores_codex":[0.9981624,0.0004671228,0.0003633473,0.0006602439,0.0001507254,0.0001961589],"domain_scores_gemma":[0.9984582,0.0001743529,0.0001752477,0.0009532188,0.00007480786,0.0001641494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01822337,0.0004595107,0.4631107,0.0001446102,0.001936979,0.000005805191,0.0004381248,0.001141575,0.511787,0.0000658287,0.0007491533,0.001937355],"study_design_scores_gemma":[0.002948527,0.0003446874,0.972648,0.00002159096,0.003943675,0.000001146813,0.00002538842,0.01145944,0.006151753,0.00006891376,0.002189313,0.000197632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772604,0.0007243536,0.01850203,0.0004984323,0.00005349627,0.0003284904,0.002610003,0.000006429995,0.00001635062],"genre_scores_gemma":[0.9835713,0.002636502,0.0005162503,0.0009083954,0.0001175746,0.00005863677,0.01214337,0.00001432281,0.00003364536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5095372,"threshold_uncertainty_score":0.5420929,"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."}}