{"id":"W4409100901","doi":"10.1016/j.jpurol.2025.03.025","title":"Response to commentary on “Developing a standardized approach to defining urinary tract infection is critical to clinical research”","year":2025,"lang":"en","type":"letter","venue":"Journal of Pediatric Urology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Urinary system; Intensive care medicine; Medical physics; Clinical research; Internal medicine","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":[0.01109426,0.001420416,0.002921332,0.001797739,0.00969307,0.00801641,0.004470459,0.1391385,0.009352774],"category_scores_gemma":[0.08358441,0.001840277,0.00236018,0.001432336,0.006518329,0.004943358,0.004688148,0.09434368,0.008412997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286422,"about_ca_system_score_gemma":0.02251933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676569,"about_ca_topic_score_gemma":0.02830085,"domain_scores_codex":[0.9856929,0.003846439,0.002077921,0.001527339,0.003792371,0.003063059],"domain_scores_gemma":[0.9566743,0.02036766,0.003642225,0.0008342915,0.009773969,0.008707618],"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":[0.00002362505,0.00001835945,0.0004260816,0.00005777347,0.00001409808,0.0009793094,0.000201797,0.00004494162,0.00006562733,0.001351875,0.9943294,0.002487106],"study_design_scores_gemma":[0.0001886252,0.0001119278,0.002281093,0.001528703,0.0000928981,0.002283376,0.001411738,0.000628265,0.0002650247,0.007278753,0.9837547,0.0001750527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000113752,0.0002605028,0.00003969654,0.9820494,0.01678606,0.00001165224,0.00002218905,0.00001369392,0.0007030353],"genre_scores_gemma":[0.0007048331,0.0001685061,0.0000921554,0.9782025,0.01939516,0.00002740948,0.00001080878,0.00001149865,0.00138706],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1391385,"threshold_uncertainty_score":0.09333688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081607959448827,"score_gpt":0.4486781793447897,"score_spread":0.3405173833999069,"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."}}