{"id":"W2042815692","doi":"10.1016/j.urology.2013.12.027","title":"Do Patient Characteristics Predict Responsiveness to Treatment of Overactive Bladder With Antimuscarinic Agents?","year":2014,"lang":"en","type":"article","venue":"Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Pfizer","keywords":"Overactive bladder; Medicine; Tolterodine; Logistic regression; Urinary incontinence; Placebo; Internal medicine; Quality of life (healthcare); Urology","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":[0.0001033773,0.0001390535,0.0003597297,0.000160693,0.00003886599,0.000005856262,0.00005492401,0.0000757362,0.0003161399],"category_scores_gemma":[0.00009305403,0.00009765242,0.00004904618,0.0001384379,0.00008932199,0.00002862177,0.00004350953,0.00009471854,0.00005360572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005069406,"about_ca_system_score_gemma":0.0001330899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002963074,"about_ca_topic_score_gemma":0.000003422248,"domain_scores_codex":[0.9988247,0.0001836636,0.0002013741,0.0002830571,0.0002180219,0.0002891706],"domain_scores_gemma":[0.9989547,0.0002506179,0.00007129917,0.0003687081,0.0001798666,0.0001748169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09395178,0.006114296,0.5603542,0.0002417826,0.002181772,0.001488145,0.01332853,0.0003131689,0.01520022,0.0005191201,0.001724193,0.3045828],"study_design_scores_gemma":[0.003646777,0.07793188,0.7927324,0.00002793898,0.0002473444,0.00025935,0.0001375972,0.000469443,0.004989205,0.00005145308,0.1193339,0.0001726995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947271,0.00005432637,0.0003345507,0.0008338082,0.00008654109,0.0006062007,0.00004629333,0.00001877957,0.003292367],"genre_scores_gemma":[0.9988644,0.00008743392,0.0001090305,0.000375191,0.0000801381,0.00005126181,0.0000447414,0.00002112751,0.0003666343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044101,"threshold_uncertainty_score":0.398215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313654285154067,"score_gpt":0.3098730564702503,"score_spread":0.2867365136187097,"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."}}