{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002479912,0.0001206466,0.0005354778,0.000166095,0.0001697688,0.000008796387,0.0002450057,0.0001265185,0.009761427],"category_scores_gemma":[0.0008303408,0.00009973322,0.0003473297,0.0001138601,0.0001727802,0.00009887763,0.0001699151,0.0009505355,0.0001492695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003514275,"about_ca_system_score_gemma":0.00008747207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006010074,"about_ca_topic_score_gemma":0.000009217783,"domain_scores_codex":[0.9959022,0.001544073,0.001996124,0.0001864328,0.0001039271,0.0002672309],"domain_scores_gemma":[0.9982071,0.00019551,0.001152497,0.0001691173,0.0001957891,0.00007996555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01035857,0.002146627,0.5122344,0.0000180356,0.0006884207,0.000098277,0.00007728882,0.0007559421,0.00651039,0.0006927476,0.4145067,0.05191255],"study_design_scores_gemma":[0.007488832,0.007828689,0.06375171,0.000010863,0.0001313377,0.002085727,0.0001476305,0.00005140854,0.0001340308,0.000349879,0.9179283,0.0000915408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481282,0.0003343683,0.03033888,0.00507391,0.01519209,0.000122974,0.00001611114,0.00003353143,0.0007599159],"genre_scores_gemma":[0.9909365,0.0001240869,0.0002858694,0.00788681,0.0003351548,0.000005039084,0.0000568446,0.00001229112,0.0003574681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5034216,"threshold_uncertainty_score":0.9911438,"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."}}