{"id":"W4408432347","doi":"10.1590/1518-8345.7261.4421","title":"Simulación virtual en la educación en enfermería en América Latina y el Caribe: estudio bibliométrico","year":2025,"lang":"es","type":"article","venue":"Revista Latino-Americana de Enfermagem","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Humanities; Art","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004238303,0.0007612205,0.001221776,0.002235104,0.001135399,0.001018849,0.001185962,0.0006286446,0.0005005884],"category_scores_gemma":[0.005795686,0.0008129613,0.0004159505,0.01171272,0.0006333706,0.0005934564,0.0003658583,0.00125173,0.0004963747],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725345,"about_ca_system_score_gemma":0.005748936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008699091,"about_ca_topic_score_gemma":0.0001006627,"domain_scores_codex":[0.9879302,0.006877541,0.0014644,0.001159847,0.00108266,0.001485305],"domain_scores_gemma":[0.9905262,0.006420166,0.0007835003,0.0009862615,0.0004705289,0.0008133647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009417476,0.001200059,0.1215732,0.001068135,0.0004450136,0.00005003248,0.04249204,0.0004907524,0.0006341945,0.2135321,0.04899809,0.5694222],"study_design_scores_gemma":[0.0006738481,0.0001663042,0.1691176,0.00040255,0.0002881415,0.000005471536,0.009722508,0.001224386,0.00005178586,0.0001963239,0.8174041,0.000746948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5569043,0.001151586,0.008067311,0.05387344,0.003425722,0.004165674,0.0002955891,0.0009350272,0.3711814],"genre_scores_gemma":[0.9686654,0.01709212,0.001001088,0.002550609,0.00162231,0.0001753525,0.0001105709,0.00008751031,0.008695093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.768406,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814172315565159,"score_gpt":0.4252122243198694,"score_spread":0.3970705011642178,"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."}}