{"id":"W2783257165","doi":"10.4253/wjge.v10.i1.51","title":"Bacterial presence on flexible endoscopes vs time since disinfection","year":2018,"lang":"en","type":"article","venue":"World Journal of Gastrointestinal Endoscopy","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority; University of Manitoba","funders":"","keywords":"Endoscope; Medicine; Glutaraldehyde; Bacterial colony; Agar plate; Colony-forming unit; Surgery; Endoscopy; Bacteria; Biology; Pathology","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":[0.000734274,0.0003236561,0.0003001859,0.0008424681,0.0001507934,0.0007389572,0.0001922255,0.0005912083,0.00556649],"category_scores_gemma":[0.005070964,0.0001833736,0.00033526,0.0007228347,0.0002822315,0.0005599294,0.0003424124,0.0007349895,0.0009923644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852123,"about_ca_system_score_gemma":0.0001464218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000617592,"about_ca_topic_score_gemma":0.0004786152,"domain_scores_codex":[0.9990829,0.000178854,0.00008299069,0.0001762337,0.00029843,0.0001804494],"domain_scores_gemma":[0.9929035,0.003004011,0.002536898,0.0002085082,0.000713337,0.0006336601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001801432,0.0002767417,0.978808,0.0001276011,0.0001427512,0.0001396425,0.0001278482,0.0001602691,0.00960561,0.00003061378,0.0002342346,0.008545293],"study_design_scores_gemma":[0.000007819152,0.001175743,0.9927343,0.00002309677,0.00005919254,0.0005245516,0.0002032127,0.0004985163,0.004429714,0.00002622933,0.0003073258,0.00001036437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99738,0.0008283553,0.000266904,0.00004021317,0.00002486613,0.000009972841,0.0003669734,0.00001942198,0.001063455],"genre_scores_gemma":[0.9986693,0.0001696852,0.0002305242,0.00001640111,0.00002001491,0.000008684894,0.0002710078,0.000005648879,0.0006088491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00556649,"threshold_uncertainty_score":0.01862174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205365617434793,"score_gpt":0.2660622621949477,"score_spread":0.2540086060205997,"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."}}