{"id":"W4361215842","doi":"10.3389/fruro.2023.1158260","title":"Intermittent catheterization: A patient-centric approach is key to optimal management of neurogenic lower urinary tract dysfunction","year":2023,"lang":"en","type":"article","venue":"Frontiers in Urology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; GF Strong Rehabilitation Centre; University of British Columbia; International Collaboration On Repair Discoveries; Vancouver Coastal Health","funders":"Coloplast","keywords":"Intensive care medicine; Medicine; Urinary system; Urinary catheterization; Quality of life (healthcare); Scrutiny; Internal medicine; Nursing","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":[0.002757081,0.0004873101,0.001182285,0.0008068929,0.001362965,0.003899041,0.001027831,0.002837049,0.007112783],"category_scores_gemma":[0.008968062,0.0001892919,0.0006509571,0.0005407043,0.00136577,0.00329678,0.00227184,0.005376333,0.002303574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008260864,"about_ca_system_score_gemma":0.005634789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271142,"about_ca_topic_score_gemma":0.003230667,"domain_scores_codex":[0.997964,0.0007424401,0.0002405732,0.0002828574,0.0006067316,0.0001633628],"domain_scores_gemma":[0.993867,0.002194703,0.0006808351,0.0002481294,0.00161372,0.001395643],"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":[0.0001502676,0.0005789085,0.01342952,0.003504558,0.0001584701,0.001771353,0.001068615,0.0006202024,0.002319518,0.02286072,0.10481,0.8487279],"study_design_scores_gemma":[0.00009075388,0.0008360564,0.02394742,0.01976309,0.0002617684,0.01121279,0.00229609,0.001041258,0.001244907,0.04313353,0.8959844,0.0001878996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01361099,0.4476067,0.04514566,0.4282416,0.009962074,0.0002364276,0.0002989389,0.0005961479,0.05430136],"genre_scores_gemma":[0.2221164,0.5192899,0.07733026,0.09589926,0.06683771,0.0004485553,0.0007556269,0.0003483659,0.01697408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007112783,"threshold_uncertainty_score":0.02379459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777338679979746,"score_gpt":0.2644214488199128,"score_spread":0.2466480620201153,"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."}}