{"id":"W4214599506","doi":"10.1111/luts.12427","title":"Does urinary urgency drive urinary frequency in overactive bladder?","year":2022,"lang":"en","type":"article","venue":"LUTS Lower Urinary Tract Symptoms","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Overactive bladder; Urinary urgency; Medicine; Urology; Quality of life (healthcare); Urinary system; Urinary incontinence; Internal medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008643029,0.0008065146,0.0009978128,0.001085118,0.0007371426,0.00006497284,0.0007049132,0.0002605331,0.01497903],"category_scores_gemma":[0.00009091687,0.0006475577,0.0005196877,0.001385689,0.0002884927,0.0009296793,0.0008985787,0.002812015,0.0003184722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009893677,"about_ca_system_score_gemma":0.0008653186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002520784,"about_ca_topic_score_gemma":0.000004123729,"domain_scores_codex":[0.9932488,0.0006811847,0.001051395,0.00155102,0.001760436,0.001707119],"domain_scores_gemma":[0.996982,0.0004717668,0.0002649961,0.001394288,0.0001684008,0.0007184894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01529374,0.1207857,0.5592874,0.0009714352,0.00153363,0.2635732,0.01128632,0.0002451946,0.006539516,0.001387568,0.005439034,0.01365722],"study_design_scores_gemma":[0.008042126,0.04792484,0.8475002,0.0002762243,0.0002946221,0.02420268,0.002839115,0.0004399306,0.0005088546,0.004503426,0.06160834,0.001859621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394645,0.002330354,0.00001721693,0.003274034,0.001643685,0.002176194,0.0002865662,0.0003264146,0.050481],"genre_scores_gemma":[0.9837561,0.0007719784,0.0002680857,0.0006388411,0.0004982798,0.0008186601,0.0003052719,0.000185943,0.01275683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2882128,"threshold_uncertainty_score":0.9995975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356345293588123,"score_gpt":0.2883437221998792,"score_spread":0.274780269263998,"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."}}