{"id":"W2346597670","doi":"10.1159/000445959","title":"Hydration and Chronic Kidney Disease Progression: A Critical Review of the Evidence","year":2016,"lang":"en","type":"review","venue":"American Journal of Nephrology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Vasopressin; Kidney disease; Renal function; Kidney; Dialysis; Polycystic kidney disease; Internal medicine; Autosomal dominant polycystic kidney disease; Nephrology; Arginine vasopressin receptor 2; Endocrinology; Urology; Receptor; Antagonist","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":[0.0002879312,0.0002240199,0.0009230681,0.00004566787,0.00004361841,0.000006783755,0.0003894603,0.00008841475,0.00004691267],"category_scores_gemma":[0.00197995,0.0001155925,0.0004578392,0.0001203676,0.001039264,0.000005393613,0.0001705718,0.0001531128,0.000002391604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002243152,"about_ca_system_score_gemma":0.002271718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.753797e-7,"about_ca_topic_score_gemma":2.476148e-7,"domain_scores_codex":[0.9980357,0.0006646389,0.0006645027,0.0002406323,0.0001995159,0.0001949592],"domain_scores_gemma":[0.9978559,0.0001245016,0.001022529,0.0004050471,0.0002097756,0.0003822627],"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":[0.00009121797,0.00005364428,0.00003456678,0.0238413,0.0001798774,0.00001596004,0.000003611057,4.837211e-8,0.0006744643,0.00001916857,0.0158618,0.9592243],"study_design_scores_gemma":[0.0001054731,0.0009827351,0.00007055905,0.09500223,0.0009145873,0.0003280832,0.000001686278,2.416189e-7,0.00002400266,0.00003190879,0.9024176,0.0001208973],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001110536,0.9963427,0.0001052926,0.00296468,0.0001495045,0.0002665769,0.00004303845,0.000001353972,0.00001579384],"genre_scores_gemma":[0.001190871,0.9953175,0.0001291514,0.002762603,0.0005251578,0.00002254927,0.000008441802,0.00001996459,0.00002376295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9591035,"threshold_uncertainty_score":0.4713724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995532245905772,"score_gpt":0.3471076309509867,"score_spread":0.3271523084919289,"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."}}