{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002612905,0.0003599391,0.001607627,0.0002906742,0.0001000557,0.0000159706,0.0001012809,0.0007118284,0.0003273143],"category_scores_gemma":[0.0001284029,0.0002903467,0.0005816746,0.0002061438,0.0005115205,0.00006541485,0.00002425375,0.001024696,0.00004994647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001815027,"about_ca_system_score_gemma":0.00006259629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107211,"about_ca_topic_score_gemma":0.0002303548,"domain_scores_codex":[0.9967877,0.001156282,0.001055109,0.0006349718,0.00005121434,0.0003147688],"domain_scores_gemma":[0.9990985,0.0003647143,0.0002690966,0.000126593,0.00004600773,0.00009512094],"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":[0.0002399447,0.0003995801,0.9114372,0.0009396263,0.0008884016,0.00001559965,0.0001223016,3.800504e-7,0.000004094299,0.003153405,0.0001204419,0.08267906],"study_design_scores_gemma":[0.005412015,0.001107824,0.3248135,0.000999979,0.0008935574,0.00007080365,0.00002399194,0.000003368557,1.870751e-7,0.0005757329,0.6658773,0.0002216888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007436915,0.9891887,0.0009192331,0.0003483317,0.0008430007,0.0007802098,0.0001397502,0.00009022442,0.0002536576],"genre_scores_gemma":[0.1396742,0.8588035,0.00001340846,0.0003776836,0.0001434537,0.00006700292,0.0008669246,0.00002656399,0.00002727262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6657569,"threshold_uncertainty_score":0.9999549,"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."}}