{"id":"W3031251752","doi":"10.1093/sleep/zsaa056.818","title":"0822 Frail Older Men With Nocturia are Disproportionately Affected by Excess Nocturnal Urine Production","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Naval Medical Research Center; U.S. Navy","keywords":"Nocturia; Medicine; Urine; Diabetes mellitus; Nocturnal; Internal medicine; Urology; Endocrinology; Urinary system","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":[0.0002305669,0.000239574,0.0003853709,0.0005026378,0.0004303068,0.0004780338,0.0001854985,0.0002344434,0.004897363],"category_scores_gemma":[0.001311757,0.0001408415,0.0003123418,0.0004512439,0.0001860346,0.0002661945,0.0004065268,0.0002438968,0.0004799677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005796,"about_ca_system_score_gemma":0.0001076496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003214765,"about_ca_topic_score_gemma":0.004442528,"domain_scores_codex":[0.9998369,0.00002796536,0.00001838863,0.00004230071,0.0000332352,0.00004117747],"domain_scores_gemma":[0.9995047,0.0000492234,0.0002558731,0.00003088599,0.00005093609,0.0001084792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001281949,0.00001816087,0.9952756,0.000008434102,0.0000408528,0.0001266803,0.00005646559,0.00001891907,0.0004055431,0.00001121004,0.0002746225,0.003635194],"study_design_scores_gemma":[0.000004710261,0.00005473294,0.9990705,0.000003894767,0.00001673882,0.0004879521,0.00006623937,0.0000618183,0.0000311441,0.00002047748,0.0001797646,0.000002156002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991617,0.0002039079,0.00005091798,0.00002684722,0.000009414344,0.00000310332,0.0002171085,0.00000407231,0.0003229442],"genre_scores_gemma":[0.9994732,0.00005033513,0.00003879018,0.00002069978,0.00001436717,0.000002727443,0.0002195422,0.000001168468,0.0001791431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004897363,"threshold_uncertainty_score":0.01638329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760258437476848,"score_gpt":0.2754074710932921,"score_spread":0.2578048867185236,"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."}}