{"id":"W4416221389","doi":"10.1302/1358-992x.2025.13.150","title":"STANDARDIZATION OF URINARY CATHETERIZATION GUIDELINES TO REDUCE PAEDIATRIC PERIOPERATIVE URINARY TRACT INFECTION RATES: A QUALITY IMPROVEMENT INITIATIVE","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Quality management; Audit; Perioperative; Urinary catheterization; Urinary system; Checklist; Catheter; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1018017,0.001209618,0.001260207,0.004191787,0.00200158,0.004453091,0.005240141,0.001992004,0.002451909],"category_scores_gemma":[0.07220548,0.0006535501,0.002092015,0.004006533,0.001466382,0.002643078,0.007811567,0.006195743,0.0008065297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025737,"about_ca_system_score_gemma":0.08330372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268445,"about_ca_topic_score_gemma":0.0241463,"domain_scores_codex":[0.9288071,0.0319173,0.007624007,0.002514313,0.02505309,0.004084164],"domain_scores_gemma":[0.8709306,0.01251835,0.02355311,0.005737207,0.05834462,0.02891622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002259024,0.004567933,0.07519481,0.005656209,0.0003787565,0.0003720064,0.004662233,0.003057957,0.001837144,0.005833806,0.152839,0.7453743],"study_design_scores_gemma":[0.001106548,0.007094435,0.544216,0.01999302,0.0006078401,0.0009798923,0.006735826,0.008064034,0.004479861,0.004795277,0.4016373,0.0002899042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1371022,0.06270299,0.1820671,0.4835973,0.01294946,0.03849563,0.004390201,0.006930303,0.07176479],"genre_scores_gemma":[0.2871508,0.0312637,0.5961429,0.06086923,0.002882802,0.01179952,0.004737676,0.0004467932,0.004706476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1018017,"threshold_uncertainty_score":0.5383852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212797919896194,"score_gpt":0.3678114847846591,"score_spread":0.3256835055856971,"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."}}