{"id":"W4407086409","doi":"10.1097/cin.0000000000001259","title":"An Immersive Virtual Reality Simulation Scenario to Improve Empathy in Nursing Students","year":2025,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Empathy and Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Curriculum; Cohort; Psychology; Virtual reality; Nursing; Medical education; Nurse education; Medicine; Social psychology; Computer science; Pedagogy; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0006698942,0.0004890274,0.0002670099,0.0002366619,0.0002920601,0.0003559374,0.0004197964,0.0004479882,0.004021069],"category_scores_gemma":[0.00252262,0.0001652194,0.0004787409,0.0001378082,0.0002246716,0.0003076275,0.000944813,0.0005963566,0.0004725255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677265,"about_ca_system_score_gemma":0.0004268059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004380767,"about_ca_topic_score_gemma":0.001031043,"domain_scores_codex":[0.9995628,0.0002399729,0.00002365739,0.00003904858,0.00006752242,0.00006694018],"domain_scores_gemma":[0.9991065,0.0004090448,0.0000820073,0.00008684633,0.000067074,0.000248506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007452843,0.05689849,0.05653172,0.001062682,0.0003148005,0.004385756,0.01975829,0.03010517,0.2096626,0.004069758,0.0160826,0.5936754],"study_design_scores_gemma":[0.00386467,0.2183658,0.3858988,0.0006867403,0.0007004534,0.0168087,0.00982358,0.09499301,0.1688243,0.006081081,0.09313814,0.000814813],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842047,0.0001236779,0.0116967,0.0002735422,0.00007749548,0.0004059126,0.00008994521,0.0001552815,0.00297268],"genre_scores_gemma":[0.9807597,0.0002171654,0.01674088,0.0001262652,0.0000293227,0.0004142756,0.0001155264,0.00001212016,0.001584763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004021069,"threshold_uncertainty_score":0.01345187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622835653583348,"score_gpt":0.3869712399967841,"score_spread":0.3707428834609506,"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."}}