{"id":"W3045473332","doi":"10.1089/end.2020.0186","title":"Evaluation of Polyethylene Glycol-Based Antimicrobial Coatings on Urinary Catheters in the Prevention of <i>Escherichia coli</i> Infections in a Rabbit Model","year":2020,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College; Lawson Health Research Institute; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Urinary system; Biomaterial; Antimicrobial; Escherichia coli; In vivo; Polyethylene glycol; Catheter; Urology; Microbiology; Urine; Biofilm; Surgery; Internal medicine; Pathology; Biomedical engineering; Bacteria; Biology","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":[0.00195184,0.0001007015,0.0003327311,0.0004145768,0.00002203002,0.000003321805,0.0001053751,0.00007562072,0.00002830541],"category_scores_gemma":[0.0004123459,0.00008229884,0.0001541877,0.00043878,0.0000601306,0.00008051051,0.00001892973,0.0004314493,0.000001197049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100467,"about_ca_system_score_gemma":0.000340498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003594416,"about_ca_topic_score_gemma":0.00002816371,"domain_scores_codex":[0.9981022,0.000570277,0.0006807302,0.0001109935,0.0004065485,0.0001292246],"domain_scores_gemma":[0.9987708,0.0001763854,0.0006330913,0.0001363579,0.0002456796,0.00003765859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005250583,0.0164669,0.0227999,0.0002267239,0.0001998207,0.0001031637,0.002257356,0.596577,0.3542314,0.0001832288,0.0007372593,0.0009666864],"study_design_scores_gemma":[0.07203308,0.1687882,0.2225287,0.001235521,0.004847609,0.001415334,0.001102459,0.3896038,0.1347926,0.001888623,0.001141106,0.0006228823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904883,0.00004465218,0.001860872,0.006245245,0.00008726968,0.000539062,0.000002916063,0.000004735155,0.0007269425],"genre_scores_gemma":[0.9977748,0.00002165206,0.0005349772,0.001583083,0.00005071237,0.00001700452,0.000003092419,0.00001048545,0.000004231571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2194387,"threshold_uncertainty_score":0.3356049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388599664156368,"score_gpt":0.3189083470992661,"score_spread":0.2650223504577024,"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."}}