{"id":"W4281392478","doi":"10.1016/j.ecns.2022.04.001","title":"Virtual Simulations’ Impact on Clinical Practice: A Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; George Brown College; Centennial College","funders":"","keywords":"Facilitation; Medical education; Clinical Practice; Affect (linguistics); Qualitative research; Qualitative property; Psychology; Computer science; Medicine; Nursing; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02866455,0.0004561189,0.0007218771,0.001713378,0.006485,0.004849633,0.001727775,0.002244591,0.005137361],"category_scores_gemma":[0.07755196,0.0007934123,0.0005661036,0.001313962,0.006782842,0.00305745,0.006484474,0.003287149,0.0004086383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006519036,"about_ca_system_score_gemma":0.007961072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465309,"about_ca_topic_score_gemma":0.007198465,"domain_scores_codex":[0.9697613,0.0253097,0.0006614593,0.0007586812,0.001824507,0.001684353],"domain_scores_gemma":[0.8505716,0.1316061,0.005085319,0.00161583,0.005351172,0.00577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003705572,0.001651992,0.01879113,0.0005320305,0.00003664824,0.0006382628,0.9605564,0.0002960556,0.0007692871,0.001835803,0.0008132721,0.01370862],"study_design_scores_gemma":[0.0001092385,0.001087676,0.01124019,0.0005343735,0.00003472013,0.0004726766,0.9775663,0.0003858334,0.0007428772,0.0006037268,0.007167253,0.00005521474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929131,0.0002382733,0.000703886,0.001175292,0.00004095699,0.0002987687,0.00008369565,0.00001031918,0.004535716],"genre_scores_gemma":[0.997493,0.0002322625,0.0004918755,0.0003840947,0.00001140572,0.0003498165,0.00002800334,0.00001061928,0.0009989013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02866455,"threshold_uncertainty_score":0.1515944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2316990788104013,"score_gpt":0.6664965363732978,"score_spread":0.4347974575628964,"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."}}