{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109715,0.0003194228,0.0007116497,0.0007092722,0.001647305,0.001750271,0.0006258085,0.003225535,0.002805072],"category_scores_gemma":[0.003474223,0.0001589539,0.000561801,0.0004171644,0.0009535549,0.001149199,0.001081955,0.004150799,0.0003338334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009042938,"about_ca_system_score_gemma":0.001561663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016628,"about_ca_topic_score_gemma":0.002115473,"domain_scores_codex":[0.9994797,0.0001339391,0.0001131719,0.00005232721,0.0001166657,0.0001042401],"domain_scores_gemma":[0.9984152,0.0006870119,0.0001414731,0.00004010555,0.000114955,0.0006011975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001081158,0.0007474569,0.2125445,0.0007583356,0.0002825012,0.4676398,0.001260943,0.003215764,0.003564194,0.02153644,0.04012755,0.2472413],"study_design_scores_gemma":[0.0001095682,0.0005407187,0.08562643,0.0009448243,0.0001989197,0.8271822,0.002614663,0.002628963,0.001186715,0.02135748,0.05751324,0.00009632107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4249313,0.2247622,0.0127732,0.2437101,0.006164303,0.0001233421,0.0002664105,0.0003720668,0.08689719],"genre_scores_gemma":[0.9202219,0.03527103,0.004993594,0.02137737,0.01349574,0.00004373048,0.0001551708,0.00005864092,0.004382906],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003225535,"threshold_uncertainty_score":0.009383917,"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."}}