{"id":"W4414078914","doi":"10.1016/j.autneu.2026.103418","title":"275 - Circadian Rhythm Disturbances in Nocturia and Nocturnal Polyuria: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Autonomic Neuroscience","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nocturia; Circadian rhythm; Nocturnal; Rhythm; Flow (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009236856,0.001392702,0.007515179,0.01064399,0.0006032556,0.003514359,0.002083764,0.002213924,0.006291917],"category_scores_gemma":[0.03484961,0.001014923,0.006077876,0.01025457,0.001152479,0.003121909,0.001789513,0.001032724,0.0004602667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003345509,"about_ca_system_score_gemma":0.01381165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006436029,"about_ca_topic_score_gemma":0.01747903,"domain_scores_codex":[0.9913173,0.002697605,0.003411089,0.0007438041,0.001492428,0.0003377787],"domain_scores_gemma":[0.9772035,0.01544348,0.005079367,0.0003499519,0.001675563,0.0002480407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008618293,0.000008448871,0.0009422464,0.984075,0.00423601,0.00007237176,0.0001184854,0.00005546179,0.00007018888,0.0001624868,0.0007912879,0.009381846],"study_design_scores_gemma":[0.0001829382,0.0001070425,0.004062598,0.9476492,0.03799791,0.0003925125,0.0002329193,0.00007671149,0.00007733586,0.0002659231,0.008930707,0.00002422194],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001877622,0.9941017,0.0003143266,0.0004998478,0.0002052344,0.001353864,0.001072848,0.00001454065,0.0005600314],"genre_scores_gemma":[0.03313535,0.959263,0.001318102,0.00154793,0.0002148435,0.00347058,0.0007185437,0.0000100857,0.0003215545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01064399,"threshold_uncertainty_score":0.04884976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512825390902855,"score_gpt":0.2630123877143013,"score_spread":0.2478841338052727,"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."}}