{"id":"W3164074638","doi":"10.1097/ju.0000000000001840","title":"Urinary Symptom Nonresponse (“LUTS Failure”) after Urethroplasty: Incidence and Associations","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Urethroplasty; Medicine; Lower urinary tract symptoms; Incidence (geometry); Urethral stricture; Urology; International Prostate Symptom Score; General surgery; Cystoscopy; Surgery; Urinary system; Urethra; Internal medicine; Prostate","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":[0.00121971,0.0001889601,0.0002983598,0.0006938432,0.0002422257,0.0003378472,0.0003341553,0.0003918282,0.0018652],"category_scores_gemma":[0.003023842,0.0001319013,0.0004589149,0.000650921,0.0003481985,0.0002922564,0.0004610098,0.0005192494,0.0001621446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626202,"about_ca_system_score_gemma":0.0002346342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311434,"about_ca_topic_score_gemma":0.001356921,"domain_scores_codex":[0.9993551,0.0002402752,0.00007816442,0.00008918352,0.0001370949,0.0001001135],"domain_scores_gemma":[0.9961956,0.0008954953,0.002090656,0.000159355,0.0001868527,0.0004720961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004119498,0.00002361367,0.9986979,0.00001026549,0.00002456334,0.00002137186,0.00001106505,0.00001293837,0.00005011873,0.00000545265,0.0000335687,0.001068002],"study_design_scores_gemma":[0.000002840285,0.00006714843,0.9994552,0.00000589776,0.00001056807,0.0002373308,0.00004675335,0.00009178812,0.00002724248,0.000007928254,0.00004614345,0.000001325057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990209,0.0006346744,0.0000452833,0.00005988419,0.000004466463,0.000004742484,0.0001080024,0.000003064867,0.0001187993],"genre_scores_gemma":[0.9997042,0.0001147566,0.00001861071,0.0000147769,0.00001072057,0.000002796193,0.00009883417,6.884336e-7,0.00003471643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0018652,"threshold_uncertainty_score":0.006450474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169572438540217,"score_gpt":0.2710978305562619,"score_spread":0.2594021061708597,"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."}}