{"id":"W4408432359","doi":"10.1590/1518-8345.7261.4422","title":"Virtual simulation in nursing education in Latin America and the Caribbean: A bibliometric study","year":2025,"lang":"en","type":"article","venue":"Revista Latino-Americana de Enfermagem","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Latin Americans; Bibliometrics; Visualization; Library science; Regional science; Geography; Computer science; Political science; Artificial intelligence","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0006934786,0.0002212242,0.0005465448,0.009891392,0.0001275936,0.00009940252,0.0001278666,0.00007842025,0.0000530909],"category_scores_gemma":[0.00112431,0.0001925013,0.00005997344,0.03206868,0.0002457796,0.0001307256,0.00003610767,0.0004509653,0.000006116951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009201546,"about_ca_system_score_gemma":0.001656617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861959,"about_ca_topic_score_gemma":0.00004452098,"domain_scores_codex":[0.9973873,0.0006937733,0.0007937104,0.0004413083,0.0003365884,0.0003472949],"domain_scores_gemma":[0.9968103,0.002044871,0.0002553416,0.0005106531,0.0002517051,0.0001271129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001785579,0.0004828113,0.8071799,0.00008992235,0.00001567645,0.000003223199,0.004616598,0.006524805,0.00001182376,0.001118798,0.0001466442,0.1796313],"study_design_scores_gemma":[0.002285139,0.0001225309,0.9099671,0.0005203612,0.00007794661,0.000002600053,0.01338279,0.07290281,0.00000258965,0.0001412228,0.0004541202,0.0001408025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892988,0.001199174,0.001520166,0.002822854,0.0001480652,0.002220224,0.000003819836,0.00005491385,0.002732051],"genre_scores_gemma":[0.9972174,0.00008991965,0.0006464079,0.00139569,0.000101191,0.0001754268,0.00003613536,0.00002646103,0.0003113928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794905,"threshold_uncertainty_score":0.9885052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826917800259697,"score_gpt":0.4241051968624065,"score_spread":0.3958360188598095,"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."}}