{"id":"W3202532061","doi":"10.36834/cmej.71744","title":"Hybrid-virtual simulations for Canadian medical students during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Fidelity; Statement (logic); Computer science; Medical simulation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Telemedicine; Health care; Medical education; Simulation; Medicine; Virology; Telecommunications; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002460388,0.0007176176,0.0003112873,0.0004881949,0.003369702,0.00234138,0.001650539,0.00148271,0.009415965],"category_scores_gemma":[0.009513684,0.0003836462,0.0005759153,0.0004076532,0.001197691,0.0008519158,0.00410927,0.00141564,0.001136857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007531759,"about_ca_system_score_gemma":0.02288457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2880423,"about_ca_topic_score_gemma":0.504576,"domain_scores_codex":[0.9989923,0.0004891445,0.00003020986,0.00006636228,0.0001656671,0.0002563155],"domain_scores_gemma":[0.9969292,0.0007974211,0.00009764465,0.0001549357,0.0004520885,0.001568627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002732427,0.008009856,0.06330237,0.001133459,0.0002170603,0.003947717,0.0462667,0.3488376,0.01179596,0.03224337,0.1144616,0.3670519],"study_design_scores_gemma":[0.001905891,0.003760248,0.04948636,0.001472859,0.0001967989,0.001386955,0.02872584,0.4344097,0.009103524,0.0348006,0.4335464,0.001204909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8415351,0.0008141395,0.04580364,0.01089376,0.000508906,0.001710554,0.001192319,0.001651264,0.09589034],"genre_scores_gemma":[0.9555138,0.00053623,0.03511126,0.0005927312,0.00003672461,0.0006135531,0.0005095395,0.00009514745,0.006990934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2880423,"threshold_uncertainty_score":0.5727314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371385718694408,"score_gpt":0.4175548936494978,"score_spread":0.3738410364625537,"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."}}