{"id":"W2989065209","doi":"10.1017/ice.2019.306","title":"The polytetrafluoroethylene (PTFE) channel model of cyclic-buildup biofilm and traditional biofilm: The impact of friction, and detergent on cleaning and subsequent high-level disinfection","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Biofilm; Glutaraldehyde; Chemistry; Enterococcus faecalis; Polytetrafluoroethylene; Cleaning agent; Microbiology; Biofouling; Atomic force microscopy; Biomedical engineering; Bacteria; Chromatography; Materials science; Biochemistry; Membrane; Nanotechnology; Escherichia coli; Medicine; Biology; Organic chemistry","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":[0.0009113817,0.0002114875,0.0004632065,0.0001182383,0.0003304815,0.00001285867,0.00004362665,0.0002839539,0.00003680969],"category_scores_gemma":[0.0005278191,0.0001230266,0.00010412,0.00009701624,0.000597213,0.0001153828,0.00003681358,0.0002590545,0.000004059852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003141373,"about_ca_system_score_gemma":0.00003002789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399839,"about_ca_topic_score_gemma":0.0000696124,"domain_scores_codex":[0.9983515,0.0004745164,0.0005473983,0.0003270893,0.00004534256,0.0002541779],"domain_scores_gemma":[0.9979432,0.001371582,0.0003716177,0.0001533257,0.00009707611,0.00006325023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001966555,0.0006245791,0.6178631,0.0001856857,0.001335381,6.107036e-7,0.001012545,0.005135987,0.2065586,0.09068693,0.0008762588,0.07375384],"study_design_scores_gemma":[0.002458766,0.002321195,0.9740084,0.0000425753,0.0000822859,0.00005956789,0.00007679904,0.01356508,0.001142514,0.005944995,0.0001283622,0.0001694147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893342,0.001959548,0.005915821,0.001403474,0.0007487732,0.0004286317,0.00008762727,0.0000272548,0.00009471931],"genre_scores_gemma":[0.9965538,0.003003528,0.00001288827,0.0002573089,0.00005272685,0.00002833118,0.00003711447,0.00001071487,0.0000436344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561454,"threshold_uncertainty_score":0.501688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161850220457595,"score_gpt":0.2706924808406369,"score_spread":0.2390739786360609,"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."}}