{"id":"W4410970889","doi":"10.7748/nop.37.3.8.s3","title":"Steps to reduce risk of urosepsis and catheter-associated UTIs","year":2025,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Intensive care medicine; Catheter; Medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001619481,0.0001027708,0.0002321566,0.0002600172,0.00009943388,0.00001509163,0.00004753425,0.00005576935,0.00004420424],"category_scores_gemma":[0.0001520068,0.0001039586,0.00005731314,0.0005433591,0.00003789832,0.00004307874,0.00002897244,0.00011951,0.000009299666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677796,"about_ca_system_score_gemma":0.00004105946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004051219,"about_ca_topic_score_gemma":0.00008134676,"domain_scores_codex":[0.9992352,0.00004815565,0.0001910987,0.0002170613,0.0001317604,0.0001767836],"domain_scores_gemma":[0.9994298,0.0000722164,0.00007071703,0.0002826475,0.00007372606,0.00007090579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004113184,0.02640319,0.7252716,0.0005936934,0.001214036,0.00002171727,0.02326366,0.000140486,0.007848356,0.001121033,0.07770044,0.1360104],"study_design_scores_gemma":[0.001065069,0.001201695,0.9899406,0.0007114296,0.0006007113,0.00001047751,0.00054367,0.0001437583,0.00321421,0.0001764575,0.002289553,0.000102347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833098,0.0001778163,0.0009849799,0.003080214,0.0003416384,0.0004170522,0.00001126417,0.00007831363,0.0115989],"genre_scores_gemma":[0.9948499,0.00004501096,0.0006538549,0.0001897895,0.00001885633,0.00001845506,0.000008268939,0.00001334989,0.004202516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.264669,"threshold_uncertainty_score":0.4239309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096978530905778,"score_gpt":0.305380280881949,"score_spread":0.2944104955728912,"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."}}