{"id":"W2767845543","doi":"10.3389/fmed.2017.00191","title":"Sterile Reverse Osmosis Water Combined with Friction Are Optimal for Channel and Lever Cavity Sample Collection of Flexible Duodenoscopes","year":2017,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; St. Boniface Hospital; University of Manitoba","funders":"American Society for Gastrointestinal Endoscopy","keywords":"Chromatography; Extraction (chemistry); Lever; Chemistry; Biomedical engineering; Medicine","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":[0.001300251,0.0005309678,0.000500205,0.0004839609,0.0003331419,0.0009473013,0.0004230221,0.0007021587,0.0008054697],"category_scores_gemma":[0.003072462,0.0003386119,0.0005340916,0.0003574322,0.0005112503,0.0009646956,0.0007053366,0.0003310409,0.0002742378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003411304,"about_ca_system_score_gemma":0.0005402258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007239422,"about_ca_topic_score_gemma":0.001725837,"domain_scores_codex":[0.9977968,0.0006357433,0.0002352759,0.0002865402,0.0008650318,0.000180731],"domain_scores_gemma":[0.9980794,0.0005518,0.0008599486,0.00009665978,0.0003040684,0.0001080482],"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":[0.0005600136,0.0001217513,0.006029473,0.0003385168,0.00002198375,0.0001196595,0.00011438,0.0002982356,0.985924,0.00003641113,0.00007299383,0.006362559],"study_design_scores_gemma":[0.00004123358,0.003467996,0.0292999,0.0001171159,0.00009927645,0.001026718,0.000459764,0.002425621,0.9603449,0.0001015597,0.002566839,0.00004906224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832329,0.002529854,0.01319883,0.0001299207,0.00003515389,0.0001495184,0.0001103184,0.000058027,0.0005554304],"genre_scores_gemma":[0.9747157,0.001108604,0.02345156,0.00006740489,0.00001802685,0.0001010002,0.0001606741,0.00002914169,0.0003478665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001300251,"threshold_uncertainty_score":0.006876409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166090703580965,"score_gpt":0.2635527878519721,"score_spread":0.2418918808161625,"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."}}