{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001321286,0.0001949457,0.0002676097,0.00006486897,0.0001226792,0.00003531976,0.0001014486,0.00007164161,0.001060703],"category_scores_gemma":[0.00007713123,0.0001351914,0.00005298041,0.0003833312,0.00009254279,0.00016347,0.00005392741,0.0004266359,0.0001033362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005031208,"about_ca_system_score_gemma":0.00007157442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002459839,"about_ca_topic_score_gemma":0.000006294037,"domain_scores_codex":[0.9983086,0.00006304583,0.0002062262,0.0004500633,0.0006249414,0.0003471035],"domain_scores_gemma":[0.999118,0.00001220181,0.00009139128,0.0002294618,0.0002024774,0.0003465113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01545992,0.003647053,0.3410438,0.00347583,0.001681449,0.002602817,0.007817236,0.0002265223,0.1777048,0.00008634066,0.3862917,0.05996253],"study_design_scores_gemma":[0.01035772,0.004667101,0.7711856,0.0003170496,0.0004004051,0.0007617152,0.0009687177,0.00122879,0.1268869,0.000140504,0.08220549,0.0008800396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601809,0.0006898911,0.0004631384,0.03279947,0.0001175822,0.001230022,0.00003663461,0.0001882576,0.004294143],"genre_scores_gemma":[0.9949599,0.00007455999,0.0001763346,0.0004164418,0.0005531752,0.00005975588,0.000244812,0.00004250305,0.003472526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4301418,"threshold_uncertainty_score":0.9998525,"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."}}