{"id":"W2888756773","doi":"10.22374/jeleu.v1i1.6","title":"A Prospective Audit of Urinary Tract Infection Incidence Following the use of Endosheath® for Flexible Cystoscopy","year":2018,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystoscopy; Medicine; Bacteriuria; Urinary system; Incidence (geometry); Urinalysis; Urine; Prospective cohort study; Antibiotics; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006821473,0.0001340751,0.000451994,0.0002247678,0.0001425302,0.000007875879,0.0001562555,0.0001884104,0.0002888628],"category_scores_gemma":[0.0016518,0.00009462733,0.0003028621,0.000219013,0.0004740108,0.0002606522,0.00004393819,0.0002998495,0.00001229915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003648557,"about_ca_system_score_gemma":0.000174447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009992047,"about_ca_topic_score_gemma":0.00001881192,"domain_scores_codex":[0.9984806,0.0003179451,0.0007370978,0.0001513407,0.00008072067,0.0002323668],"domain_scores_gemma":[0.9975166,0.0008638201,0.0009233166,0.0001675595,0.0004950507,0.00003360559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01048789,0.002064624,0.1507706,0.0002030209,0.0009898709,0.00004458968,0.002331891,0.0001744414,0.8170419,0.002996034,0.005943764,0.006951388],"study_design_scores_gemma":[0.01601607,0.05259038,0.28502,0.0004907422,0.001424116,0.01365653,0.0004719039,0.0003372791,0.4666448,0.001845533,0.1610083,0.0004943763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782676,0.0004752106,0.01802981,0.0002404887,0.00231735,0.0003371348,0.00001153258,0.00001497918,0.0003059614],"genre_scores_gemma":[0.9987031,0.00006712392,0.0005093996,0.0001833561,0.0002024377,0.00001401812,0.00000567031,0.00001142808,0.000303516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350397,"threshold_uncertainty_score":0.385879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210146236560046,"score_gpt":0.3104205901320867,"score_spread":0.2683191277664863,"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."}}