{"id":"W3158696610","doi":"10.1177/10468781211008258","title":"Virtual Reality Technology and Remote Digital Application for Tele-Simulation and Global Medical Education: An Innovative Hybrid System for Clinical Training","year":2021,"lang":"en","type":"article","venue":"Simulation & Gaming","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Virtual reality; Computer science; Multimedia; Instructional simulation; Curriculum; Fidelity; Medical simulation; Human–computer interaction; Simulation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009732971,0.0002176964,0.0004532535,0.0002247054,0.0003195564,0.00007817038,0.00007345465,0.0003572906,0.000007847681],"category_scores_gemma":[0.004247777,0.0002423739,0.00006319146,0.0008283744,0.0001724423,0.0003816303,0.00004016937,0.0002094544,0.000001398411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438776,"about_ca_system_score_gemma":0.00222128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299084,"about_ca_topic_score_gemma":0.000007637471,"domain_scores_codex":[0.9973991,0.0001040205,0.00108036,0.0007668703,0.0003654833,0.0002841689],"domain_scores_gemma":[0.9945236,0.001751359,0.0004014929,0.0004131628,0.002590942,0.00031937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003757662,0.000189889,0.1044612,0.0004666124,0.00005984863,0.000002036744,0.001022402,0.01253492,0.00002220593,0.01052493,0.00002165105,0.8703185],"study_design_scores_gemma":[0.002438512,0.0003300747,0.04160339,0.0003544732,0.00007783524,0.00008008714,0.006487619,0.9430756,0.00005171394,0.002600567,0.002665783,0.0002343711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6096019,0.0001850564,0.3855483,0.002513973,0.0003828128,0.001431416,0.0000806954,0.0001808897,0.00007489602],"genre_scores_gemma":[0.9890271,0.000006282265,0.007834709,0.00053598,0.0009345838,0.0000950092,0.001492172,0.00003622014,0.00003792093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9305406,"threshold_uncertainty_score":0.9883719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023942510795253,"score_gpt":0.4768221355063504,"score_spread":0.3744278844268251,"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."}}