{"id":"W2463489073","doi":"10.1016/j.mimet.2016.06.022","title":"A new buildup biofilm model that mimics accumulation of material in flexible endoscope channels","year":2016,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Saint-Boniface; University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Glutaraldehyde; Biofilm; Enterococcus faecalis; Pseudomonas aeruginosa; Bacteria; Disinfectant; Microbiology; Chemistry; Klebsiella oxytoca; Chromatography; Biology; Escherichia coli; Biochemistry; Staphylococcus aureus; Enterobacteriaceae","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711265,0.0005338007,0.000431008,0.0003585636,0.0002996549,0.0007211008,0.0008511535,0.001340877,0.0009127907],"category_scores_gemma":[0.0002509505,0.0003355368,0.0004954337,0.000211444,0.0003929199,0.0007222146,0.0005143223,0.0007221654,0.0002166163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207777,"about_ca_system_score_gemma":0.0004982088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718674,"about_ca_topic_score_gemma":0.001519547,"domain_scores_codex":[0.9998581,0.00001794798,0.000007147376,0.00003681894,0.00005175039,0.00002817667],"domain_scores_gemma":[0.9997953,0.00004046138,0.00004584372,0.00002758148,0.00003932538,0.00005144492],"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":[0.0001065544,0.000207255,0.0006572839,0.0001072323,0.00002471541,0.0004608913,0.00007516063,0.09971865,0.8828177,0.01137902,0.0004619558,0.003983682],"study_design_scores_gemma":[0.00005753633,0.0002112905,0.0008385426,0.000008786837,0.00002509088,0.0001748169,0.00004163296,0.9093216,0.0849089,0.002051288,0.002324408,0.00003617169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.730538,0.0006411898,0.259938,0.0006136999,0.0002988579,0.0001340347,0.0005013621,0.0006015361,0.006733297],"genre_scores_gemma":[0.9186265,0.0006111984,0.07396986,0.00009556649,0.00003694257,0.0001399718,0.000238561,0.0001040948,0.00617727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001718674,"threshold_uncertainty_score":0.003417373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482337202366837,"score_gpt":0.4148536889180257,"score_spread":0.266619968681342,"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."}}