{"id":"W3047395422","doi":"10.14288/1.0392437","title":"Novel one-step approach to a universal anti-adhesion coating to prevent P. mirabilis induced catheter-associated urinary tract infection","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinary system; Adhesion; Coating; Medicine; Catheter; Internal medicine; Surgery; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286402,0.00006495727,0.0002101069,0.00003633727,0.0001505249,0.00006565868,0.0002588943,0.0001546309,0.0000151569],"category_scores_gemma":[0.0000606853,0.0001967024,0.0001251573,0.0002585554,0.00003993239,0.0000259764,0.0003385746,0.0001301676,0.00001018698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007300883,"about_ca_system_score_gemma":0.00007484949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02418116,"about_ca_topic_score_gemma":0.01283236,"domain_scores_codex":[0.9988518,0.00008630181,0.0001199439,0.000496567,0.0001835053,0.0002619084],"domain_scores_gemma":[0.9993066,0.000007397607,0.00008316225,0.0002045709,0.0001420633,0.0002562602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008213821,0.004229243,0.02854673,0.00009338226,0.00009810476,0.00001847636,0.0005233527,0.00002935994,0.9461252,1.417446e-7,0.0008514316,0.01940243],"study_design_scores_gemma":[0.001074034,0.003024187,0.991989,0.00009838719,0.00003561413,0.00002643003,0.0008029936,0.00009615302,0.001976537,7.803918e-7,0.0006087158,0.0002671592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969885,0.00001066013,0.001911322,0.0001602231,0.00003650764,0.0004706942,0.0001169434,0.00002841343,0.0002767053],"genre_scores_gemma":[0.9987479,0.00002475523,0.0007647272,0.00014063,0.00004061772,0.000001700851,0.0001338677,0.00001911852,0.0001266481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9634423,"threshold_uncertainty_score":0.9823169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390505122070134,"score_gpt":0.2161137282641818,"score_spread":0.1922086770434805,"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."}}