{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007257821,0.0001528164,0.0003206221,0.0006910359,0.0002525409,0.0005305838,0.0002440992,0.000351039,0.003747118],"category_scores_gemma":[0.00510949,0.0001448356,0.0004191775,0.0008152906,0.0002424094,0.0002911138,0.000488317,0.0006526725,0.000159528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248057,"about_ca_system_score_gemma":0.0003226995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267429,"about_ca_topic_score_gemma":0.002275608,"domain_scores_codex":[0.9994274,0.0002211985,0.00006424836,0.00004836612,0.0001350792,0.0001036737],"domain_scores_gemma":[0.994606,0.001243962,0.003020335,0.0001049968,0.0002968268,0.0007280082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002438693,0.00002213827,0.9977916,0.00002590344,0.00002445228,0.00003572593,0.0000905554,0.00001637761,0.0000386306,0.000009679964,0.00007380985,0.001846707],"study_design_scores_gemma":[0.000001298471,0.00005681031,0.9994484,0.00002700285,0.00001296764,0.0001554251,0.000127428,0.00003215644,0.000009644024,0.00001125024,0.0001157064,0.000001918648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968368,0.001821948,0.00006927911,0.0002755487,0.00001167647,0.000007563046,0.0001807567,0.000003777729,0.0007927471],"genre_scores_gemma":[0.9994217,0.0003213092,0.0000523175,0.00003289217,0.000009362503,0.000004334372,0.0000808402,9.649632e-7,0.00007629128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003747118,"threshold_uncertainty_score":0.01253533,"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."}}