{"id":"W3025867816","doi":"10.36834/cmej.70317","title":"The new normal: Medical education during and beyond the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Coronavirus Infections; New normal; Virology; Computer science; Medicine; Outbreak; Pathology; Infectious disease (medical specialty)","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":[0.009970218,0.0004521902,0.0005867573,0.002026687,0.01385712,0.0157206,0.002073098,0.009137399,0.03310684],"category_scores_gemma":[0.02501687,0.0004036956,0.0005469481,0.001588145,0.01529441,0.01176602,0.01148224,0.01791281,0.001949913],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05902565,"about_ca_system_score_gemma":0.1741012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5819315,"about_ca_topic_score_gemma":0.7675876,"domain_scores_codex":[0.9895723,0.001682296,0.0002372104,0.0004204246,0.002877679,0.00521015],"domain_scores_gemma":[0.9625058,0.003619216,0.001124006,0.0005698993,0.004233528,0.02794746],"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":[0.0001714587,0.0002422219,0.008860979,0.0004850239,0.00002619858,0.0005897275,0.01317161,0.0002716836,0.0005371333,0.201776,0.6550879,0.11878],"study_design_scores_gemma":[0.00003901327,0.00007606529,0.02489188,0.001456316,0.00001039032,0.0001543351,0.02220615,0.0001363687,0.000124156,0.03245356,0.9183702,0.00008163744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006267664,0.006326821,0.0002621616,0.9279233,0.007101276,0.00002390734,0.0001874549,0.00005399505,0.05185334],"genre_scores_gemma":[0.4671644,0.02136303,0.002054713,0.450792,0.01525292,0.00009331731,0.0004419184,0.0001782028,0.04265944],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9409744,"threshold_uncertainty_score":0.8410611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317346271505457,"score_gpt":0.3900537465840936,"score_spread":0.3468802838690391,"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."}}