{"id":"W4380354912","doi":"10.5206/uwomj.v90i2.15073","title":"Virtual Care and Virtual Medical Education: A Canadian Medical Student Perspective","year":2023,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Curriculum; Perspective (graphical); Virtual learning environment; Virtual patient; Computer-assisted web interviewing; Virtual reality; Psychology; Instructional simulation; Medicine; Nursing; Educational technology; Computer science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004304918,0.0002732365,0.0003057486,0.001934488,0.01278491,0.009028369,0.001684622,0.003350642,0.008851512],"category_scores_gemma":[0.006310144,0.0002260366,0.0002509584,0.003215876,0.008580458,0.00268846,0.004441931,0.004293228,0.0005785995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04736483,"about_ca_system_score_gemma":0.1161006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9076664,"about_ca_topic_score_gemma":0.947149,"domain_scores_codex":[0.9948044,0.001396249,0.000108888,0.0002024827,0.001699929,0.001787998],"domain_scores_gemma":[0.9872671,0.001083553,0.0004861681,0.00007760232,0.002746631,0.008338843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001488146,0.0009047806,0.09202137,0.001348397,0.00003617854,0.003008104,0.194704,0.000478427,0.0008215848,0.1788123,0.2355209,0.2921951],"study_design_scores_gemma":[0.00004100404,0.000291746,0.07397169,0.002058786,0.00002920942,0.001335896,0.326578,0.0005328256,0.0002468607,0.004591805,0.590175,0.0001471739],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1840004,0.0377647,0.0009124251,0.5526352,0.002853317,0.00009838162,0.0002279745,0.00004731439,0.2214602],"genre_scores_gemma":[0.9099114,0.03008018,0.001010646,0.03467762,0.0007487856,0.00003273535,0.00009460723,0.00002573314,0.02341834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09233356,"threshold_uncertainty_score":0.3436575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436195155042978,"score_gpt":0.321283224444987,"score_spread":0.3069212728945572,"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."}}