{"id":"W4387598437","doi":"10.12968/bjon.2023.32.18.s8","title":"Risk factors for urinary tract infections associated with lower quality of life among intermittent catheter users","year":2023,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia; International Collaboration On Repair Discoveries; Vancouver Coastal Health","funders":"","keywords":"Medicine; Urine; Urinary system; Quality of life (healthcare); Internal medicine; Residual urine; Relative risk; Catheter; Risk factor; Intensive care medicine; Surgery; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007906439,0.0001304196,0.0004357228,0.0003712242,0.0001693604,0.00004186473,0.00007651584,0.0000776196,0.00003522577],"category_scores_gemma":[0.001088047,0.0001293514,0.0003630189,0.0004076675,0.0001346536,0.0003125653,0.00001356698,0.0004039152,0.000001414583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128634,"about_ca_system_score_gemma":0.00008451329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001817356,"about_ca_topic_score_gemma":0.00002868647,"domain_scores_codex":[0.9984641,0.0001371778,0.0006736868,0.0001416187,0.0003377668,0.0002456426],"domain_scores_gemma":[0.9981878,0.0003323624,0.0008224355,0.0001335087,0.0003550264,0.0001689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004640667,0.02492636,0.959228,0.0000860924,0.001148206,0.0003910554,0.0009808934,0.0007766021,0.00006963252,0.000005779181,0.003020358,0.008903005],"study_design_scores_gemma":[0.002049549,0.008603836,0.9842395,0.002177493,0.0005399382,0.0008058143,0.001090446,0.0001246972,0.00003932308,0.00004555969,0.0001562002,0.0001276268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973208,0.00009275202,0.0009351503,0.0001768051,0.000602616,0.0003471306,0.00003468943,0.00005804513,0.000432034],"genre_scores_gemma":[0.9993117,0.0001242986,0.0001194938,0.00002193494,0.0001096353,0.000007167821,0.00001761708,0.00003567947,0.0002524792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02501157,"threshold_uncertainty_score":0.5274798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05225808523010394,"score_gpt":0.3318316785607429,"score_spread":0.279573593330639,"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."}}