{"id":"W3164345089","doi":"10.1016/j.eururo.2021.05.022","title":"European Association of Urology Guidelines on Urethral Stricture Disease (Part 1): Management of Male Urethral Stricture Disease","year":2021,"lang":"en","type":"review","venue":"European Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Urethral stricture; Medicine; Urethroplasty; Urethra; Surgery; Urologic disease; Urology; Intensive care medicine; General surgery; Internal medicine; Urinary system","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006989522,0.0008735241,0.002449007,0.0003337972,0.00008756352,0.00001698451,0.000522058,0.0003395058,0.000932688],"category_scores_gemma":[0.0008570226,0.0006428752,0.001242624,0.0005383179,0.0001742545,0.0000364927,0.0004631711,0.0009262896,0.0002351112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010838,"about_ca_system_score_gemma":0.0001814233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000262155,"about_ca_topic_score_gemma":9.367711e-7,"domain_scores_codex":[0.9929783,0.002832037,0.00168403,0.001176807,0.0006437626,0.0006850471],"domain_scores_gemma":[0.996213,0.0002746776,0.00144849,0.001167801,0.0003493307,0.0005466805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002165601,0.005288695,0.009956082,0.01650556,0.00904058,0.02815754,0.00009270856,0.0003618659,0.000001278974,0.004109168,0.1025172,0.8218037],"study_design_scores_gemma":[0.00197148,0.001321857,0.01596695,0.00103467,0.01099854,0.00003667894,0.000007967569,0.000009669145,9.688898e-8,0.00007265095,0.9681877,0.0003916655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005045981,0.9744144,0.00006011437,0.001756769,0.000678714,0.001317597,0.0008097374,0.0000923189,0.02036574],"genre_scores_gemma":[0.007077879,0.9805112,0.0001927329,0.002508085,0.0005957464,0.00003216126,0.003039132,0.0001965479,0.005846448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8656706,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06511315115248775,"score_gpt":0.336626321115348,"score_spread":0.2715131699628602,"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."}}