{"id":"W4310773155","doi":"10.1148/rg.220126","title":"Autosomal Dominant Polycystic Kidney Disease: Role of Imaging in Diagnosis and Management","year":2022,"lang":"en","type":"article","venue":"Radiographics","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University Health Network; University of Toronto; Toronto General Hospital; North York General Hospital","funders":"","keywords":"Medicine; Autosomal dominant polycystic kidney disease; Cyst; Renal function; Tolvaptan; Radiology; Nephrology; Disease; PKD1; Kidney; Internal medicine; Heart failure","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":[0.003710133,0.0008419027,0.001415905,0.002638954,0.0007332014,0.002397617,0.001252618,0.002047663,0.001869661],"category_scores_gemma":[0.01162681,0.0003511349,0.0003788415,0.001346957,0.0009829219,0.003479895,0.001603927,0.003898128,0.0007959032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472808,"about_ca_system_score_gemma":0.00202895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373283,"about_ca_topic_score_gemma":0.003550589,"domain_scores_codex":[0.9983312,0.0005973682,0.0002664131,0.0001728365,0.0005215011,0.0001106003],"domain_scores_gemma":[0.9930286,0.002720078,0.000858015,0.0001577813,0.002193878,0.001041593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001345966,0.0001807196,0.03824794,0.001455863,0.0001350127,0.006620067,0.0005335311,0.001335223,0.001373973,0.005653595,0.07085452,0.873475],"study_design_scores_gemma":[0.000121878,0.0005335242,0.1134542,0.02979232,0.0004580654,0.1204528,0.003041813,0.007833228,0.001593753,0.03297903,0.6892716,0.0004677945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01397295,0.8615103,0.01413396,0.08256163,0.003733049,0.0001036141,0.0001855535,0.0003516558,0.02344725],"genre_scores_gemma":[0.1615029,0.7560459,0.03856363,0.01760138,0.02215195,0.000148245,0.0004368338,0.0001442192,0.00340491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00373283,"threshold_uncertainty_score":0.01962131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003550203782257285,"score_gpt":0.2103706244911314,"score_spread":0.2068204207088741,"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."}}