{"id":"W4295298787","doi":"10.1097/mcg.0000000000001759","title":"WGO Guideline—Endoscope Disinfection Update","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Guideline; Medicine; Endoscope; Population; Health care; Medical physics; Medical emergency; Surgery; Environmental health; Pathology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005363022,0.001182788,0.001726859,0.004059177,0.0006898745,0.00310633,0.003704102,0.008561265,0.0215749],"category_scores_gemma":[0.02175578,0.0006771343,0.002469314,0.002663183,0.0007990199,0.00288408,0.00233926,0.005111629,0.02520489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002488017,"about_ca_system_score_gemma":0.006905084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123023,"about_ca_topic_score_gemma":0.01443429,"domain_scores_codex":[0.9924449,0.002099434,0.001470748,0.0002915672,0.003262343,0.0004309927],"domain_scores_gemma":[0.9873849,0.002264603,0.00121433,0.0003677185,0.008202755,0.0005656482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002869546,0.00005055854,0.0001782808,0.001870687,0.00002013965,0.0002028178,0.00005730651,0.000179375,0.0001631055,0.001414956,0.9046258,0.09120832],"study_design_scores_gemma":[0.00002750948,0.00002878958,0.0004552942,0.00420126,0.00003013668,0.0005339527,0.0000309022,0.00009062027,0.00008822162,0.0006074088,0.9938929,0.00001293985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002768308,0.3639983,0.01826923,0.2543651,0.05350405,0.003042072,0.01997674,0.003595168,0.280481],"genre_scores_gemma":[0.01626323,0.469079,0.05075939,0.204739,0.01917855,0.005184339,0.07995889,0.001534523,0.1533031],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0215749,"threshold_uncertainty_score":0.07217526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662252003641839,"score_gpt":0.3558154854210523,"score_spread":0.3291929653846339,"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."}}