{"id":"W4386507501","doi":"10.1016/j.urology.2023.08.017","title":"Outcomes of Urethroplasty for Synchronous Anterior Urethral Stricture Utilizing the Trauma and Urologic Reconstruction Network of Surgeons Length, Segment and Etiology Anterior Urethral Stricture Classification System","year":2023,"lang":"en","type":"article","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Urethroplasty; Urethral stricture; Etiology; Surgery; Odds ratio; Cohort; Internal medicine; Urethra","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":[0.0005380869,0.0002717908,0.0005798079,0.0009614062,0.0009072666,0.0009479988,0.0003360321,0.0003607135,0.00194967],"category_scores_gemma":[0.002082543,0.0001962573,0.001500242,0.0009526146,0.0003181345,0.0009503057,0.001080025,0.0007685858,0.0001670978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006328639,"about_ca_system_score_gemma":0.0008597092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003281523,"about_ca_topic_score_gemma":0.01078517,"domain_scores_codex":[0.9992597,0.0001016192,0.0001057501,0.0001213504,0.0001719185,0.0002396541],"domain_scores_gemma":[0.9981352,0.0002233693,0.000775954,0.0000689393,0.0001969391,0.0005995651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001207829,0.00007638878,0.9947768,0.000020854,0.00009522018,0.000230952,0.00006792721,0.00007858336,0.0001185293,0.00003074916,0.0001243969,0.004258766],"study_design_scores_gemma":[0.000006698614,0.0002996695,0.9974462,0.00002678396,0.00008595562,0.00111602,0.00046457,0.0002794591,0.00006457092,0.0000469784,0.0001544276,0.000008716517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984151,0.00044839,0.00007828043,0.00004761525,0.00001783939,0.000008522398,0.0002738668,0.000003048711,0.000707276],"genre_scores_gemma":[0.9992247,0.0001348368,0.00006065986,0.0000188704,0.00001761671,0.000004112431,0.0004205426,0.000002147799,0.0001164574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003281523,"threshold_uncertainty_score":0.006524861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704308455875172,"score_gpt":0.2742052090483769,"score_spread":0.2471621244896252,"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."}}