{"id":"W3011661959","doi":"10.1186/s12876-020-01200-7","title":"Infection control in ERCP using a duodenoscope with a disposable cap (ICECAP): rationale for and design of a randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"BMC Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Medicine; Infection control; Randomized controlled trial; Adverse effect; Intensive care medicine; Surgery; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006723554,0.0001380902,0.001104385,0.0001073113,0.00005003211,0.000008712002,0.00003961728,0.000129452,0.0001279445],"category_scores_gemma":[0.0008467626,0.0001007582,0.0001138464,0.00007184159,0.0002128987,0.00007149899,0.00001412584,0.00009435707,0.000002855594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001503688,"about_ca_system_score_gemma":0.00007719544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007334688,"about_ca_topic_score_gemma":0.0001887806,"domain_scores_codex":[0.9978289,0.001120201,0.0005791131,0.0002303986,0.00003539181,0.0002060094],"domain_scores_gemma":[0.9988198,0.0006872574,0.0002997019,0.00006551964,0.00009286498,0.0000349072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9680428,0.0001418278,0.01141234,0.00005889896,0.0001884877,4.915716e-7,0.0002170919,0.001465534,0.01821322,0.0001955115,0.00005116426,0.00001264186],"study_design_scores_gemma":[0.9690337,0.002409815,0.0007579616,0.00002965061,0.0002516592,0.00002081651,0.00003494787,0.02715309,0.0001635637,0.00005466279,0.00003228557,0.00005791454],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5058708,0.0001042091,0.4900189,0.0001823342,0.0001494029,0.003645136,0.000006090587,0.00001296224,0.0000101657],"genre_scores_gemma":[0.9972011,0.0000169808,0.001186779,0.0007889892,0.00003878494,0.000694424,0.0000357892,0.00001023386,0.00002689078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4913303,"threshold_uncertainty_score":0.4108799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293432410644201,"score_gpt":0.2562891712530816,"score_spread":0.2269459301886615,"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."}}