{"id":"W4389618011","doi":"10.1053/j.akdh.2023.06.005","title":"Dialysis and Transplant Considerations in Autosomal Dominant Polycystic Kidney Disease","year":2023,"lang":"en","type":"article","venue":"Advances in Kidney Disease and Health","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Autosomal dominant polycystic kidney disease; Dialysis; Renal replacement therapy; Intensive care medicine; Polycystic kidney disease; Kidney transplantation; Peritoneal dialysis; Transplantation; Nephrology; Kidney disease; Kidney; Disease; Nephrectomy; Internal medicine","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":[0.0001916986,0.000214081,0.0002643199,0.0001745572,0.0001655749,0.00003091908,0.00007181001,0.00005243641,0.00002122091],"category_scores_gemma":[0.0004010969,0.0002059567,0.0000598576,0.0002172505,0.000155306,0.00002040172,0.00006179485,0.0000807984,0.000005320903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002024035,"about_ca_system_score_gemma":0.001244483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006572133,"about_ca_topic_score_gemma":0.0001676107,"domain_scores_codex":[0.9983748,0.0001121824,0.0003596256,0.0005532806,0.0001419699,0.0004581082],"domain_scores_gemma":[0.9974905,0.00003469618,0.00006612347,0.000256689,0.0000190632,0.00213296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001775962,0.0006730068,0.9673519,0.002327093,0.00008490461,0.0005397311,0.0007636984,0.0005275881,0.005830193,0.00174104,0.01402336,0.004361526],"study_design_scores_gemma":[0.003847889,0.000214567,0.9657751,0.0006324897,0.0001236261,0.00001021072,0.0002238601,0.001400007,0.0002988442,0.008643662,0.01821999,0.0006096977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169982,0.05630092,0.0003026713,0.02201818,0.00032791,0.001057968,0.002731129,0.00005991658,0.0002030598],"genre_scores_gemma":[0.9611854,0.03146849,0.000109922,0.006011347,0.00009475782,0.0001297294,0.0008867991,0.00002042707,0.00009314857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04418714,"threshold_uncertainty_score":0.8398672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184005119893141,"score_gpt":0.2940804347727122,"score_spread":0.2822403835737808,"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."}}