{"id":"W3158959078","doi":"10.18192/uojm.v11i100.4847","title":"COVID-19: What is the new \"normal\" for medical education?","year":2021,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Curriculum; Medical education; New normal; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Pedagogy; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04497363,0.00104772,0.001442499,0.003343733,0.01218803,0.03230925,0.004547044,0.01335749,0.02053049],"category_scores_gemma":[0.08447284,0.0006879158,0.001045588,0.002786145,0.03342303,0.04964327,0.01273146,0.02662346,0.00744746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03165242,"about_ca_system_score_gemma":0.07763596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04405744,"about_ca_topic_score_gemma":0.07369132,"domain_scores_codex":[0.9647526,0.01456686,0.001993341,0.00271633,0.010691,0.005279958],"domain_scores_gemma":[0.8864478,0.02074265,0.003715781,0.004820585,0.02839305,0.05588014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002226112,0.0002549315,0.005578659,0.001909027,0.00004288443,0.0002921002,0.004578266,0.0002073551,0.0003518327,0.1429082,0.5960413,0.2476128],"study_design_scores_gemma":[0.00005143158,0.0001910842,0.006390126,0.006701334,0.00002845598,0.0004666139,0.02043618,0.0002845344,0.0002548021,0.07696911,0.8880651,0.0001612501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001060555,0.01758768,0.0005527732,0.9661849,0.007826332,0.00001262815,0.00007283928,0.0000763569,0.006625925],"genre_scores_gemma":[0.1931246,0.1171719,0.01184337,0.6362077,0.01920236,0.0003254226,0.0007733945,0.0004368874,0.02091428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04497363,"threshold_uncertainty_score":0.2378461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538205636940123,"score_gpt":0.3257087661958585,"score_spread":0.3103267098264573,"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."}}