{"id":"W3093529586","doi":"10.1093/jcag/gwaa034","title":"COVID-19 and Canadian Gastroenterology Trainees","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Hospital for Sick Children; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Interquartile range; Anxiety; Burnout; Family medicine; Personal protective equipment; Gastroenterology; Internal medicine; Infectious disease (medical specialty); Disease; Psychiatry; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008287379,0.0001680149,0.0001564735,0.0006137944,0.001868873,0.0009291923,0.0006685851,0.0004055862,0.004631929],"category_scores_gemma":[0.004270582,0.0001779491,0.0002824673,0.00117117,0.0007539539,0.0002677877,0.0009296103,0.0007376714,0.0002314546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125537,"about_ca_system_score_gemma":0.02123315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9293658,"about_ca_topic_score_gemma":0.9466808,"domain_scores_codex":[0.9986638,0.0001399892,0.00004261017,0.0001049558,0.0003748313,0.0006737149],"domain_scores_gemma":[0.9938802,0.0003343676,0.001238322,0.00006058479,0.001403325,0.003083223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005179052,0.00004208789,0.9877372,0.00005655077,0.00001567047,0.00007066089,0.002227867,0.00005642444,0.0001251393,0.00007434756,0.002454181,0.007087944],"study_design_scores_gemma":[0.000004026619,0.00003234956,0.9910464,0.00005740567,0.000006401467,0.00006111005,0.006292139,0.00008960583,0.00004005151,0.00001157327,0.002351328,0.00000768478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928256,0.000539346,0.00005181423,0.001822013,0.00003874254,0.00002177575,0.000657985,0.00000553856,0.004037281],"genre_scores_gemma":[0.9982364,0.0003459889,0.00006422566,0.0002484057,0.00001563705,0.000007936103,0.0002443337,0.000002220334,0.0008349231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07063419,"threshold_uncertainty_score":0.1421003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429737394335574,"score_gpt":0.2423069422027944,"score_spread":0.2280095682594387,"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."}}