{"id":"W4310332931","doi":"10.2196/38988","title":"An Analysis of Priorities in Developing Virtual Reality Programs for Core Nursing Skills: Cross-sectional Descriptive Study Using the Borich Needs Assessment Model and Locus for Focus Model","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wonkwang University","keywords":"Focus group; Descriptive statistics; Virtual reality; Nursing; Pandemic; Medical education; Medicine; Perception; Psychology; Coronavirus disease 2019 (COVID-19); Computer science; Disease; Pathology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008697754,0.0001219048,0.0002282637,0.0003739822,0.0005834815,0.000251128,0.0003764865,0.00003231578,0.000001353681],"category_scores_gemma":[0.00002251925,0.0001116126,0.0001226321,0.0008999381,0.00008509962,0.0003160037,0.0001026149,0.0001485192,1.183369e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826814,"about_ca_system_score_gemma":0.000442797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000211077,"about_ca_topic_score_gemma":0.0003074003,"domain_scores_codex":[0.9986625,0.0001340804,0.0003879523,0.000330626,0.000267584,0.0002172119],"domain_scores_gemma":[0.999119,0.0001014347,0.0002111214,0.0002747742,0.0002544918,0.00003916525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003953336,0.001117601,0.1833879,0.00001819773,0.0001739979,2.444069e-7,0.06907567,0.7139132,0.00004988479,0.02226845,0.00001404422,0.009941242],"study_design_scores_gemma":[0.0003287294,0.0003496822,0.2093993,0.00001377091,0.00005131892,0.00000189112,0.02083897,0.766993,0.000003921515,0.001902249,0.00001399243,0.00010313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5680636,0.00002247533,0.4309429,0.0001139821,0.00008607866,0.0007217977,0.00001824037,0.00002539571,0.00000558594],"genre_scores_gemma":[0.9621804,0.000001195744,0.03668353,0.00002913428,0.00001712519,0.0009581415,0.00001898534,0.00001049398,0.0001009792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3942594,"threshold_uncertainty_score":0.4551429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09255265226138679,"score_gpt":0.4271983755413353,"score_spread":0.3346457232799485,"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."}}