{"id":"W2915893311","doi":"10.1002/nau.23939","title":"International Continence Society consensus on the diagnosis and treatment of nocturia","year":2019,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sheffield Teaching Hospitals NHS Foundation Trust; Universiteit Gent; Universitair Ziekenhuis Gent; Universitair Medisch Centrum Utrecht; Universiteit Maastricht; Ain Shams University; Maastricht Universitair Medisch Centrum; Rijksuniversiteit Groningen; University of Bristol; School of Medicine, Emory University; State University of New York; Emory University; University of Alberta; SUNY Downstate Medical Center; Vanderbilt University Medical Center; Vanderbilt University","keywords":"Medicine; Nocturia; Desmopressin; Urinary incontinence; Lower urinary tract symptoms; Intensive care medicine; Internal medicine; Urology; Gynecology; Urinary system; Prostate","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04495537,0.001148203,0.001709416,0.005984152,0.001754123,0.002867395,0.004839362,0.006082216,0.007586889],"category_scores_gemma":[0.06941453,0.0006665556,0.003772828,0.003310362,0.002518156,0.002708842,0.006311275,0.006648969,0.004232628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004424047,"about_ca_system_score_gemma":0.02874123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009236281,"about_ca_topic_score_gemma":0.005494593,"domain_scores_codex":[0.9544116,0.01808531,0.01268663,0.001479695,0.01138145,0.001955232],"domain_scores_gemma":[0.9382971,0.01577186,0.005650778,0.00185276,0.03432696,0.004100528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001872549,0.0001331259,0.004227202,0.01231164,0.0001936446,0.0005370443,0.003112132,0.0008705665,0.0008695655,0.0113813,0.5525213,0.4136552],"study_design_scores_gemma":[0.0001451903,0.0002012271,0.0114274,0.0522636,0.0002390919,0.001978134,0.003099004,0.0005608803,0.0007555258,0.01164663,0.9175575,0.0001258385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00825125,0.2339655,0.03788581,0.5520025,0.04981179,0.00374994,0.006463963,0.0008120633,0.1070572],"genre_scores_gemma":[0.1905679,0.323809,0.1949357,0.1864747,0.01991148,0.01300908,0.03064238,0.0008834881,0.03976641],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04495537,"threshold_uncertainty_score":0.2377495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651233755424041,"score_gpt":0.2962113418411742,"score_spread":0.2696990042869338,"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."}}