{"id":"W4408464230","doi":"10.32604/cju.2025.064697","title":"A practical approach to the difficult urethral catheterization for urology trainees","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Urology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Urology; Medicine; General surgery","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":[0.00560118,0.001615021,0.0006233384,0.002444802,0.00592532,0.003887585,0.002787103,0.005660931,0.01848683],"category_scores_gemma":[0.01183702,0.0006209296,0.001315182,0.0005975979,0.004673626,0.004364443,0.01062199,0.0108634,0.009334811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205409,"about_ca_system_score_gemma":0.01536787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003461638,"about_ca_topic_score_gemma":0.01530658,"domain_scores_codex":[0.9945799,0.002440604,0.0003590439,0.0004124495,0.001393198,0.0008147774],"domain_scores_gemma":[0.9924632,0.00129837,0.0005777712,0.0003448761,0.001507853,0.003807863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000985241,0.001424558,0.009283126,0.002222346,0.00005574193,0.0254926,0.02558198,0.001776637,0.01027091,0.03533801,0.3967401,0.4917154],"study_design_scores_gemma":[0.00007882979,0.0009189479,0.01344004,0.005333459,0.0000394754,0.0698599,0.02335407,0.001817441,0.002160189,0.05831036,0.8243169,0.0003703552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02770213,0.0162259,0.3500027,0.3878171,0.01353054,0.003634464,0.0003913421,0.005407792,0.1952881],"genre_scores_gemma":[0.1392998,0.02641944,0.6884151,0.07028286,0.009643802,0.002818745,0.0005358233,0.0007284368,0.06185606],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01848683,"threshold_uncertainty_score":0.06184459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855642980553851,"score_gpt":0.302274180307081,"score_spread":0.2737177505015425,"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."}}