{"id":"W3047324567","doi":"10.14309/ctg.0000000000000214","title":"Infection Control in Endoscopic Retrograde Cholangiopancreatography: A Human Factors Perspective","year":2020,"lang":"en","type":"review","venue":"Clinical and Translational Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Endoscopic retrograde cholangiopancreatography; Medicine; Documentation; Outbreak; Infection control; Intensive care medicine; Epidemiologic Surveillance; Environmental health; Medical emergency; Risk analysis (engineering); Pathology; Public health; Surgery; Computer science; Pancreatitis","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":[0.003861056,0.0009340994,0.001228638,0.001407657,0.0006195398,0.002961381,0.001297249,0.002759636,0.003927029],"category_scores_gemma":[0.005955725,0.0001958395,0.000835374,0.001170468,0.002022462,0.002064921,0.001432226,0.002342838,0.0005232263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996342,"about_ca_system_score_gemma":0.006463664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005937922,"about_ca_topic_score_gemma":0.004792069,"domain_scores_codex":[0.9966244,0.001895165,0.0002360523,0.0002731543,0.0006680208,0.0003032298],"domain_scores_gemma":[0.992229,0.005766799,0.0006418111,0.00008332773,0.0009815856,0.0002973632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000147653,0.0002546252,0.003385937,0.05096691,0.0002414659,0.0009569263,0.002332639,0.001290849,0.0009713757,0.03865051,0.04626217,0.8545389],"study_design_scores_gemma":[0.00002703856,0.001199808,0.007423829,0.06607969,0.0002814778,0.001703223,0.004128702,0.0005594616,0.0007110616,0.0208978,0.8968887,0.00009922028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005314971,0.9844338,0.0008955684,0.01042767,0.001082038,0.00002572051,0.00002233058,0.000008316078,0.002573153],"genre_scores_gemma":[0.007996305,0.9862074,0.000868724,0.002919873,0.001375928,0.00003985443,0.000017378,0.00000316145,0.0005713554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005937922,"threshold_uncertainty_score":0.02041948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05515857413416609,"score_gpt":0.3720093960769816,"score_spread":0.3168508219428155,"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."}}