{"id":"W4407184921","doi":"10.1002/bco2.487","title":"How to clean a catheter: Development of an intervention for intermittent catheter reuse","year":2025,"lang":"en","type":"article","venue":"BJUI Compass","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University College London; University of Southampton; National Institute for Health and Care Research; University Hospital Southampton NHS Foundation Trust; University of Alberta; Department of Health and Social Care","keywords":"Reuse; Catheter; Silicone; Medicine; Waste management; Surgery; Engineering; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003337941,0.0001305994,0.0003217082,0.0002614578,0.0000719754,0.00002622816,0.0001725305,0.00006932363,0.00001322057],"category_scores_gemma":[0.0002462346,0.0001183903,0.0001696664,0.0001352244,0.00002059397,0.00006335492,0.0001036232,0.0001070923,0.000006938658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509009,"about_ca_system_score_gemma":0.000115258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006017067,"about_ca_topic_score_gemma":0.0003800333,"domain_scores_codex":[0.9989073,0.00005970807,0.0004243125,0.0002589542,0.000136163,0.0002135254],"domain_scores_gemma":[0.9987779,0.00005995253,0.0001093995,0.0005394688,0.0003952677,0.0001180648],"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":[0.002757551,0.003231076,0.01450643,0.002915503,0.0005419031,0.00001111298,0.00831974,0.0000223196,0.009853167,0.002011999,0.01264787,0.9431813],"study_design_scores_gemma":[0.0169513,0.00895091,0.247462,0.004704568,0.000457127,0.00007312444,0.004686567,0.007870771,0.1626676,0.00105133,0.5442536,0.0008711344],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275312,0.00004537941,0.06120648,0.008709982,0.0007143914,0.001442586,0.00001216015,0.0000789855,0.0002588319],"genre_scores_gemma":[0.9851485,7.289345e-7,0.01202274,0.0008595462,0.00009266469,0.000339047,0.00003361655,0.00001778492,0.001485363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9423102,"threshold_uncertainty_score":0.4827815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926077671568459,"score_gpt":0.3522090813273442,"score_spread":0.3129483046116597,"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."}}