{"id":"W3035653623","doi":"10.1016/j.gie.2020.06.010","title":"Impact of COVID-19 on endoscopy trainees: an international survey","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; SickKids Foundation; The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"United European Gastroenterology; Ferring Pharmaceuticals; AbbVie","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Endoscopy; Pandemic; Betacoronavirus; Coronavirus Infections; Family medicine; Medical physics; Virology; Medical education; Radiology; Internal medicine; Infectious disease (medical specialty); Outbreak","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":[0.001700858,0.0002333124,0.0002172731,0.0007996289,0.0002963934,0.0004576652,0.0003345773,0.0004190549,0.001270145],"category_scores_gemma":[0.003578551,0.0002361815,0.000363089,0.001134414,0.000413648,0.0007494822,0.001024487,0.0005772532,0.0002218022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003980371,"about_ca_system_score_gemma":0.0004956874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005068343,"about_ca_topic_score_gemma":0.00513221,"domain_scores_codex":[0.998753,0.0003772379,0.0001758928,0.0001321657,0.0002629532,0.0002987401],"domain_scores_gemma":[0.9958905,0.0005736071,0.002267743,0.000134061,0.0003667873,0.0007672096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002709361,0.00005938549,0.9958164,0.00003725148,0.0000187999,0.00004184097,0.0005569491,0.00003633508,0.0001193201,0.00001498262,0.000309762,0.002961815],"study_design_scores_gemma":[0.000002109,0.00008614433,0.9981243,0.00002796881,0.000005209273,0.00009718342,0.001064135,0.0000784463,0.00003327961,0.000007120232,0.0004701956,0.000003910337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978143,0.0003501296,0.000114607,0.000250766,0.000007721308,0.00002587998,0.0005306132,0.000003930457,0.0009021126],"genre_scores_gemma":[0.9986579,0.0004954574,0.0001294919,0.0001584377,0.00001622295,0.00002850124,0.0003387685,0.000002091719,0.0001731488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005068343,"threshold_uncertainty_score":0.01007766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06209088807323439,"score_gpt":0.3663580796737183,"score_spread":0.3042671916004839,"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."}}