{"id":"W4394798938","doi":"10.1053/j.ajkd.2024.02.016","title":"Kidney Energetics and Cyst Burden in Autosomal Dominant Polycystic Kidney Disease: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"University of Colorado School of Medicine, Anschutz Medical Campus; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Advancing Translational Sciences; Children's Hospital Colorado; Boettcher Foundation; Novo Nordisk; American Heart Association; Sanofi; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Centers for Disease Control and Prevention; Georgia Clinical and Translational Science Alliance; Horizon Pharma","keywords":"Medicine; Autosomal dominant polycystic kidney disease; Kidney disease; Creatinine; Internal medicine; Cyst; Renal function; Urology; Kidney; Polycystic kidney disease; PKD1; Endocrinology; Gastroenterology; Pathology","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":[0.0008374071,0.0008236058,0.0008917315,0.000513502,0.001064672,0.0007620027,0.0004840707,0.001079084,0.001575976],"category_scores_gemma":[0.001543251,0.0003637083,0.0006943552,0.0005669254,0.0008423826,0.0008064478,0.0008010516,0.001027881,0.0002217838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005769952,"about_ca_system_score_gemma":0.0006924407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003757295,"about_ca_topic_score_gemma":0.002448638,"domain_scores_codex":[0.9996408,0.0001613622,0.00001965588,0.00007014922,0.000045079,0.00006294093],"domain_scores_gemma":[0.9985285,0.000390561,0.0002371046,0.0001545666,0.0001261339,0.0005631206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04358233,0.0118046,0.9189029,0.0001074962,0.0005136893,0.002876487,0.0008574984,0.0004851038,0.01470057,0.0001749982,0.0002224599,0.005771873],"study_design_scores_gemma":[0.0006555213,0.01362123,0.9827965,0.000005803209,0.0001915967,0.0009199335,0.0004324574,0.0004105317,0.0006436463,0.00009202401,0.0002096326,0.000021184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999685,0.00004469124,0.00003693223,0.000009403551,0.000002112833,0.00002632584,0.00006976363,0.000001449433,0.0001243173],"genre_scores_gemma":[0.9993888,0.00003764126,0.0001186421,0.00001732184,0.00001140514,0.00004818516,0.0001293394,0.000002083779,0.000246654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003757295,"threshold_uncertainty_score":0.007470846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006207187334189072,"score_gpt":0.2491113757008254,"score_spread":0.2429041883666364,"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."}}