{"id":"W4408093268","doi":"10.1016/j.urology.2025.02.027","title":"Urethral Stricture Symptom and Impact Measure Validation Study","year":2025,"lang":"en","type":"article","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Urethral stricture; Measure (data warehouse); Surgery; 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":[0.00816815,0.0007540099,0.001246662,0.001084856,0.002330116,0.001520075,0.001340019,0.001292747,0.003725144],"category_scores_gemma":[0.01745813,0.0007924757,0.002054338,0.001014764,0.001414621,0.001449818,0.002227534,0.001682787,0.001195524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130992,"about_ca_system_score_gemma":0.001976893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004462911,"about_ca_topic_score_gemma":0.006790447,"domain_scores_codex":[0.9953993,0.001903706,0.0006012231,0.000526218,0.001143493,0.0004259657],"domain_scores_gemma":[0.9829701,0.005104486,0.003377498,0.002817376,0.004076204,0.001654319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004015589,0.00376865,0.9759334,0.0001639771,0.0008421993,0.0002428424,0.001462028,0.0002568683,0.0008846119,0.0003070733,0.001286129,0.01083657],"study_design_scores_gemma":[0.000789071,0.002644982,0.993016,0.00005076929,0.0002541339,0.0002919766,0.0005107373,0.0003284958,0.0003914762,0.00006512643,0.001626257,0.00003087223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9956906,0.000169825,0.0005252217,0.00008104314,0.00004077181,0.0008014385,0.001062742,0.00001598843,0.00161244],"genre_scores_gemma":[0.9902875,0.0001210896,0.0015712,0.0003028162,0.00004087936,0.001133246,0.004289198,0.0000360936,0.00221792],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00816815,"threshold_uncertainty_score":0.04319781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129081958072797,"score_gpt":0.3180299146199267,"score_spread":0.305121718812647,"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."}}