{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726899,0.0002913667,0.0004581655,0.0008534055,0.0002728337,0.0004365761,0.0003121506,0.0004908057,0.000929578],"category_scores_gemma":[0.005951616,0.0002145105,0.0004837974,0.0009267689,0.0002522711,0.0003189505,0.0005168479,0.0006106764,0.0001473251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242964,"about_ca_system_score_gemma":0.0003066822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006211659,"about_ca_topic_score_gemma":0.005891557,"domain_scores_codex":[0.9991838,0.0003198897,0.00008272297,0.0001621116,0.0001386533,0.000112881],"domain_scores_gemma":[0.9960188,0.001484585,0.001518826,0.0002991162,0.000234419,0.0004442086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002469245,0.00001129194,0.9993944,0.000002992008,0.00002553132,0.0000112398,0.00002219151,0.00002900063,0.00003302026,0.000002530188,0.00001789081,0.0004252356],"study_design_scores_gemma":[0.000001528356,0.00002875975,0.9997899,0.000001395788,0.000006740582,0.00003203148,0.00001771134,0.00008347861,0.00000942278,0.000005351869,0.00002258795,0.000001053666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989908,0.0002284108,0.0001467457,0.00003555833,0.000002783915,0.000006970192,0.0004608488,0.0000068048,0.000121076],"genre_scores_gemma":[0.9993283,0.00003767928,0.00008902961,0.000006798775,0.000005337137,0.000005948325,0.0004885336,0.000001399025,0.00003705701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006211659,"threshold_uncertainty_score":0.01235104,"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."}}