{"id":"W4391216028","doi":"10.1016/j.teln.2023.12.017","title":"Virtual screen-based clinical simulation: An integrative review of student experiences","year":2024,"lang":"en","type":"article","venue":"Teaching and learning in nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Centre for Excellence in Mining Innovation; Brock University; Queen's University; University of Ottawa; Cambrian College; Nipissing University","funders":"","keywords":"Psychology; Medical education; Multimedia; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002546286,0.000112487,0.000307949,0.0001795076,0.0001625123,0.00002944284,0.00004970383,0.00007239133,0.00007019593],"category_scores_gemma":[0.0007881249,0.00009400862,0.0000570696,0.0002015582,0.0001363695,0.0001117461,0.000005599476,0.001200581,0.000001873364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172654,"about_ca_system_score_gemma":0.0002608579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006985178,"about_ca_topic_score_gemma":0.000001044122,"domain_scores_codex":[0.9975926,0.001158381,0.0005649828,0.0002944314,0.0002578675,0.0001317606],"domain_scores_gemma":[0.9973807,0.002179028,0.00009958765,0.0001427118,0.0000930586,0.0001048858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009169764,0.0003328389,0.3627862,0.001525908,0.00001707263,0.000007757527,0.1388849,0.02605283,0.00001047516,0.000578719,0.00008185161,0.4696297],"study_design_scores_gemma":[0.0006558297,0.001610362,0.1884216,0.1366977,0.00008802148,0.000008671114,0.124605,0.5470837,0.00001120669,0.00003818442,0.000573201,0.0002064748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821942,0.01205819,0.002873938,0.001454826,0.0004322015,0.0002729071,5.782895e-7,0.0001179938,0.0005951659],"genre_scores_gemma":[0.9971588,0.0001231026,0.001810669,0.0005294112,0.0002383914,0.00001345689,0.00003417644,0.00001635432,0.00007569497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5210309,"threshold_uncertainty_score":0.5215994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723318262527231,"score_gpt":0.5198205821349277,"score_spread":0.4525873995096553,"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."}}