{"id":"W3097441441","doi":"10.1016/j.urology.2020.10.028","title":"Response to Letter to Editor: “Development and Validation of a Male Anterior Urethral Stricture Classification System”","year":2020,"lang":"en","type":"letter","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Etiology; Urethral stricture; Categorization; Nothing; Surgery; Artificial intelligence; 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":[0.005248791,0.00114505,0.001690975,0.001232499,0.002014793,0.002835858,0.00274936,0.02074147,0.008791861],"category_scores_gemma":[0.05259652,0.0007104682,0.001201334,0.0007265793,0.001938678,0.00346613,0.001405548,0.02385444,0.009351025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003119083,"about_ca_system_score_gemma":0.003327122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799589,"about_ca_topic_score_gemma":0.004201909,"domain_scores_codex":[0.9962689,0.001105139,0.0006863504,0.0004752213,0.001121519,0.0003429611],"domain_scores_gemma":[0.9791434,0.007336578,0.001354665,0.0005097949,0.00995061,0.001704906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003474446,0.00001484884,0.0003367536,0.00005820078,0.00001015154,0.0006098607,0.00006345635,0.00003028336,0.00006687182,0.0001730449,0.9947543,0.003847387],"study_design_scores_gemma":[0.0001883444,0.000136486,0.002769735,0.0008912726,0.00006426241,0.004557246,0.0008616295,0.0007768315,0.0005922689,0.001973442,0.9870336,0.0001550052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006728348,0.001080929,0.0003671858,0.8610349,0.1354066,0.00004119334,0.0001658786,0.0001878376,0.001042712],"genre_scores_gemma":[0.004849853,0.001150646,0.0006136349,0.8557094,0.1331835,0.0001034104,0.0001267975,0.00009396173,0.004168843],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02074147,"threshold_uncertainty_score":0.02941173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349367279700624,"score_gpt":0.2613806290979594,"score_spread":0.2378869563009532,"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."}}