{"id":"W2072776662","doi":"10.1002/nau.20753","title":"Predictors of variability in urinary incontinence and overactive bladder symptoms","year":2009,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Overactive bladder; Lower urinary tract symptoms; Logistic regression; Urinary incontinence; Population; Placebo; Physical therapy; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004552267,0.0001139708,0.0002560226,0.0001233991,0.00003418597,0.000004469535,0.00004798918,0.0001232495,0.00001449862],"category_scores_gemma":[0.0002517821,0.0001019481,0.00002343864,0.0001389118,0.000220821,0.00009093745,0.00006490432,0.000424291,5.253595e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000100068,"about_ca_system_score_gemma":0.00005440318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001718551,"about_ca_topic_score_gemma":0.000003921297,"domain_scores_codex":[0.9989226,0.0002419049,0.0002066124,0.0003014331,0.0001090624,0.0002183176],"domain_scores_gemma":[0.9992633,0.0003663416,0.00004705611,0.0001802003,0.00004682263,0.00009629418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001644164,0.0005440002,0.9871221,0.00005587489,0.00003414699,0.0002663429,0.0003589883,0.0000156351,0.001786792,0.0008178331,0.00001529295,0.007338823],"study_design_scores_gemma":[0.001065717,0.003204215,0.9857091,0.000008878318,0.00003583662,0.0004495959,0.00001531014,0.007515963,0.00003525454,0.001772298,0.0001211378,0.00006670306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954245,0.0001598878,0.0000671559,0.001647195,0.00005116095,0.0002476276,0.000009991132,0.00001647873,0.002375966],"genre_scores_gemma":[0.9989106,0.0004688898,0.00006453882,0.0004431578,0.00002630911,0.000003370685,0.000007894879,0.00000689438,0.00006834327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007500328,"threshold_uncertainty_score":0.4157321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006198331922658576,"score_gpt":0.2654383366838586,"score_spread":0.2592400047612,"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."}}